[FreeCourseSite.com] Udemy - Data Science Bootcamp with 5 Data Science Projects

Creation Time	Nov. 20, 2024, 2:42 p.m.
Last Access Time	Nov. 25, 2024, 6:23 p.m.
File Size	11.7 GB
Keywords	FreeCourseSite with Science - Udemy 5 com Bootcamp Data Projects
Total Requests	2
Total Files	667
Magnet Link	Please wait ...
	Download (Magnet Link) Play (Watch Online)

01 - Python Fundamentals/001 Why should you learn Python_.mp4 129.1 MB
02 - Mastering Python Data Structures/015 Time Complexity.mp4 124.7 MB
02 - Mastering Python Data Structures/019 Insertion and Selection Sort.mp4 123.7 MB
02 - Mastering Python Data Structures/020 Merge Sort.mp4 119.2 MB
02 - Mastering Python Data Structures/017 Binary Search.mp4 113.8 MB
05 - Data Cleaning/022 Data Cleaning on Naukri Dataset.mp4 104.4 MB
10 - Data Exploration/007 Exploring the Dabl Library.mp4 104.4 MB
02 - Mastering Python Data Structures/016 Linear Search.mp4 99.4 MB
01 - Python Fundamentals/002 Installing Python and Jupyter Notebook.mp4 95.4 MB
08 - Statistics and Probability/024 Confidence Intervals.mp4 95.0 MB
14 - Capstone Project 4_ Global Cost of Living/004 Extracting Latitude and Longitude from the L.mp4 83.9 MB
05 - Data Cleaning/006 Imputing missing values in a real-time scenario.mp4 82.6 MB
10 - Data Exploration/008 Exploring the Sweetviz Library.mp4 81.6 MB
03 - Python Functions Deep Dive/008 Filter, Map, and Zip Functions.mp4 80.0 MB
09 - Hypothesis Testing/004 P-Value and Level of Significance.mp4 78.7 MB
02 - Mastering Python Data Structures/018 Bubble Sort.mp4 78.0 MB
01 - Python Fundamentals/010 Arithmetic and Assignment Operators.mp4 78.0 MB
02 - Mastering Python Data Structures/008 Introduction to Sets.mp4 77.5 MB
05 - Data Cleaning/004 Imputing missing values with the business logic.mp4 76.9 MB
08 - Statistics and Probability/008 Permutations and Combinations.mp4 76.8 MB
04 - Python for Data Science/018 Merging and Concatenating DataFrames.mp4 76.7 MB
04 - Python for Data Science/006 Meta Characters for Regular Expressions.mp4 75.5 MB
11 - Capstone Project 1_ Players Performance Analysis/005 Data Visualization.mp4 75.0 MB
11 - Capstone Project 1_ Players Performance Analysis/003 Data Cleaning.mp4 73.6 MB
01 - Python Fundamentals/005 Built in Data Types and Type Casting.mp4 73.0 MB
07 - Data Visualizations/003 Multivariate Analysis.mp4 72.4 MB
15 - Capstone Project 5_ Customer Segmentation Engine/003 Data Analysis and Visualization.mp4 71.9 MB
13 - Capstone Project 3_ Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 70.5 MB
01 - Python Fundamentals/003 Understanding the Interface of Jupyter Notebook.mp4 70.3 MB
09 - Hypothesis Testing/010 One Sampled Z Test.mp4 70.1 MB
09 - Hypothesis Testing/006 One Sampled T Test.mp4 69.5 MB
05 - Data Cleaning/008 How outliers can be harmful for machine learning models.mp4 69.0 MB
10 - Data Exploration/003 Data Profiling.mp4 67.9 MB
04 - Python for Data Science/015 Reading Datasets using Pandas.mp4 67.8 MB
02 - Mastering Python Data Structures/005 Introduction to Dictionaries.mp4 67.7 MB
01 - Python Fundamentals/018 If, elif, and else.mp4 67.7 MB
08 - Statistics and Probability/020 Sample Mean and Population Mean.mp4 67.6 MB
05 - Data Cleaning/001 Causes and Impact of Missing Values.mp4 66.8 MB
08 - Statistics and Probability/009 Quiz Solution.mp4 66.7 MB
03 - Python Functions Deep Dive/015 Solving the Fibonacci Problem using Recursion.mp4 64.9 MB
05 - Data Cleaning/002 Types of Missing Values.mp4 64.2 MB
03 - Python Functions Deep Dive/019 Encapsulation.mp4 63.4 MB
05 - Data Cleaning/009 Finding out outliers from the data.mp4 63.2 MB
08 - Statistics and Probability/005 Conditional Probability.mp4 63.2 MB
05 - Data Cleaning/011 Deleting and Capping the outliers.mp4 62.8 MB
05 - Data Cleaning/003 When should we delete the missing values.mp4 62.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 62.5 MB
15 - Capstone Project 5_ Customer Segmentation Engine/004 KMeans Clustering Analysis.mp4 61.8 MB
08 - Statistics and Probability/003 Applications of Probability in Real Life.mp4 61.8 MB
08 - Statistics and Probability/012 Measures of Spread.mp4 61.4 MB
02 - Mastering Python Data Structures/007 Nested Dictionaries.mp4 61.2 MB
01 - Python Fundamentals/011 Comparison, Logical, and Bitwise Operators.mp4 60.9 MB
08 - Statistics and Probability/006 Set Theory.mp4 59.6 MB
02 - Mastering Python Data Structures/009 Set Operations.mp4 58.8 MB
08 - Statistics and Probability/004 Basic Probability.mp4 58.6 MB
05 - Data Cleaning/005 Imputing missing values with Mean_Median_Mode.mp4 58.0 MB
05 - Data Cleaning/013 Quiz Solution.mp4 57.5 MB
08 - Statistics and Probability/023 Maximum Likelihood Estimation.mp4 57.2 MB
03 - Python Functions Deep Dive/014 Solving the Factorial Problem using Recursion.mp4 57.2 MB
07 - Data Visualizations/001 Univariate Analysis.mp4 57.1 MB
08 - Statistics and Probability/021 Central Limit Theorem.mp4 57.0 MB
04 - Python for Data Science/009 Sets for Regular Expressions.mp4 57.0 MB
06 - Query Analysis/011 Quiz Solution.mp4 55.9 MB
15 - Capstone Project 5_ Customer Segmentation Engine/001 Understanding the Problem Statement.mp4 55.7 MB
08 - Statistics and Probability/010 Types of Data.mp4 55.5 MB
03 - Python Functions Deep Dive/009 List, set, and Dictionary Comprehensions.mp4 55.3 MB
09 - Hypothesis Testing/002 Null Hypothesis and Alternate Hypothesis.mp4 55.3 MB
08 - Statistics and Probability/025 Quiz Solution.mp4 55.2 MB
07 - Data Visualizations/025 Quiz Solution.mp4 55.1 MB
03 - Python Functions Deep Dive/007 Lambda Functions.mp4 54.8 MB
10 - Data Exploration/002 Course curriculum walkthrough.mp4 54.7 MB
11 - Capstone Project 1_ Players Performance Analysis/001 Understanding the problem statement.mp4 54.6 MB
09 - Hypothesis Testing/001 What is Hypothesis Testing.mp4 54.5 MB
03 - Python Functions Deep Dive/002 Default Parameters in Functions.mp4 54.3 MB
01 - Python Fundamentals/004 Naming Convention for variables.mp4 53.8 MB
09 - Hypothesis Testing/005 Quiz Solution.mp4 53.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/004 Missing Values Imputation.mp4 53.0 MB
13 - Capstone Project 3_ Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 52.9 MB
14 - Capstone Project 4_ Global Cost of Living/013 Analysing Cost of Essential Items.mp4 52.9 MB
08 - Statistics and Probability/011 Measures of Central Tendency.mp4 52.9 MB
01 - Python Fundamentals/019 For and While.mp4 52.7 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/003 Data Cleaning.mp4 52.7 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/004 Querying the data using Visualizations Part - 1.mp4 52.4 MB
05 - Data Cleaning/010 Using Winsorization to deal with outliers.mp4 52.2 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/001 Understanding the Problem Statement.mp4 52.0 MB
10 - Data Exploration/004 Analyzing Target Data.mp4 51.9 MB
04 - Python for Data Science/011 Array Creation using Numpy.mp4 51.9 MB
08 - Statistics and Probability/022 Bias and Variance.mp4 51.7 MB
06 - Query Analysis/001 Aggregate functions used for Grouping.mp4 51.7 MB
01 - Python Fundamentals/014 String Formatting.mp4 51.5 MB
05 - Data Cleaning/012 Dealing with outliers in a real-world scenario.mp4 51.5 MB
11 - Capstone Project 1_ Players Performance Analysis/006 Query Analysis.mp4 51.2 MB
13 - Capstone Project 3_ Movie Recommender Systems/007 Extracting the Movie Genres.mp4 50.9 MB
02 - Mastering Python Data Structures/011 Introduction to Stacks and Queues.mp4 50.4 MB
09 - Hypothesis Testing/013 One Sampled ANOVA Test.mp4 50.3 MB
05 - Data Cleaning/007 Quiz Solution.mp4 50.1 MB
13 - Capstone Project 3_ Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 50.1 MB
08 - Statistics and Probability/014 Quiz Solution.mp4 50.0 MB
05 - Data Cleaning/33235530-naukri.csv 49.8 MB
07 - Data Visualizations/015 Quiz Solution.mp4 49.7 MB
09 - Hypothesis Testing/011 Two Sampled Z Test.mp4 49.6 MB
02 - Mastering Python Data Structures/001 Differences between Lists and Tuples.mp4 49.5 MB
07 - Data Visualizations/016 Animation with Bubbleplot.mp4 49.0 MB
07 - Data Visualizations/007 Bar, Line, and Area Charts.mp4 48.5 MB
13 - Capstone Project 3_ Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 48.4 MB
13 - Capstone Project 3_ Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 48.4 MB
07 - Data Visualizations/004 Quiz Solution.mp4 48.2 MB
13 - Capstone Project 3_ Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 47.6 MB
11 - Capstone Project 1_ Players Performance Analysis/004 Feature Engineering.mp4 47.5 MB
03 - Python Functions Deep Dive/020 Polymorhism.mp4 47.5 MB
06 - Query Analysis/017 Quiz Solution.mp4 46.9 MB
13 - Capstone Project 3_ Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 46.8 MB
08 - Statistics and Probability/007 Bayes' Theorem.mp4 46.5 MB
13 - Capstone Project 3_ Movie Recommender Systems/001 Setting up the Environment.mp4 46.3 MB
08 - Statistics and Probability/019 Quiz Solution.mp4 46.3 MB
07 - Data Visualizations/002 Bivariate Analysis.mp4 45.8 MB
07 - Data Visualizations/005 Scatter Plots.mp4 45.6 MB
09 - Hypothesis Testing/009 Quiz Solution.mp4 45.3 MB
09 - Hypothesis Testing/008 Paired Sampled T Test.mp4 45.0 MB
05 - Data Cleaning/014 Introduction to reindex, set_index, reset_index, and sort_index Functions.mp4 44.3 MB
10 - Data Exploration/001 Why EDA and how it is useful.mp4 43.8 MB
10 - Data Exploration/011 Quiz Solution.mp4 43.6 MB
03 - Python Functions Deep Dive/005 Python Modules.mp4 43.5 MB
02 - Mastering Python Data Structures/002 Operations on Lists.mp4 43.3 MB
01 - Python Fundamentals/015 String Methods.mp4 43.3 MB
13 - Capstone Project 3_ Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 43.1 MB
08 - Statistics and Probability/016 Introduction to Normal Distribution.mp4 42.9 MB
09 - Hypothesis Testing/012 Quiz Solution.mp4 42.9 MB
05 - Data Cleaning/021 Data Cleaning on Melbourne Housing Dataset.mp4 42.1 MB
02 - Mastering Python Data Structures/013 Implementing Stacks andd Queues using Deque.mp4 42.0 MB
01 - Python Fundamentals/016 User Input.mp4 41.7 MB
05 - Data Cleaning/018 Introduction to Melt, Explode, and Squeeze Functions.mp4 41.5 MB
01 - Python Fundamentals/020 Break and Continue.mp4 41.3 MB
10 - Data Exploration/010 Best Practices for Data Exploration.mp4 41.2 MB
03 - Python Functions Deep Dive/001 Introduction to Functions.mp4 41.1 MB
08 - Statistics and Probability/017 Concept of Skewness.mp4 41.0 MB
07 - Data Visualizations/032 Network Charts.mp4 40.8 MB
02 - Mastering Python Data Structures/021 Quiz Solution.mp4 40.8 MB
04 - Python for Data Science/013 Built-in Functions in Numpy.mp4 40.8 MB
09 - Hypothesis Testing/007 Two Sampled T Test.mp4 40.8 MB
09 - Hypothesis Testing/014 Two Sampled ANOVA Test.mp4 40.4 MB
09 - Hypothesis Testing/015 Quiz Solution.mp4 40.3 MB
11 - Capstone Project 1_ Players Performance Analysis/007 Major Learnings from the project.mp4 40.1 MB
06 - Query Analysis/012 When to perform Filtering Operations.mp4 39.7 MB
03 - Python Functions Deep Dive/017 Introduction to Classes and Objects.mp4 39.6 MB
01 - Python Fundamentals/012 Identity and Membership Operators.mp4 39.6 MB
09 - Hypothesis Testing/018 Quiz Solution.mp4 39.5 MB
06 - Query Analysis/008 Performing Cross Tabulation.mp4 39.2 MB
07 - Data Visualizations/028 Funnel Charts.mp4 39.1 MB
07 - Data Visualizations/008 Facet Grids.mp4 38.9 MB
10 - Data Exploration/006 Summarizing data.mp4 38.9 MB
07 - Data Visualizations/033 Quiz Solution.mp4 38.6 MB
07 - Data Visualizations/021 Introduction to Ipywidgets.mp4 38.6 MB
04 - Python for Data Science/001 Introduction to datetime.mp4 38.5 MB
13 - Capstone Project 3_ Movie Recommender Systems/009 Analysing Which Genre is Most Bankable_.mp4 38.4 MB
05 - Data Cleaning/019 Data Cleaning on Big Mart Dataset.mp4 38.3 MB
01 - Python Fundamentals/006 Scope of Variables.mp4 38.2 MB
04 - Python for Data Science/019 Lambda, Map, and Apply Functions.mp4 38.1 MB
15 - Capstone Project 5_ Customer Segmentation Engine/005 Major Learnings from the projects.mp4 38.1 MB
09 - Hypothesis Testing/016 Goodness of Fit Test.mp4 38.0 MB
10 - Data Exploration/005 Quiz Solution.mp4 37.8 MB
05 - Data Cleaning/016 Introduction to Split and Strip Function.mp4 37.8 MB
07 - Data Visualizations/009 Statistical Charts.mp4 37.7 MB
04 - Python for Data Science/007 Built-in Functions for Regular Expressions.mp4 37.6 MB
05 - Data Cleaning/020 Data Cleaning on Movie Dataset.mp4 37.5 MB
01 - Python Fundamentals/009 Thanks for your support__.mp4 37.1 MB
08 - Statistics and Probability/018 Using QQ Plots to check Normal Distribution.mp4 37.1 MB
04 - Python for Data Science/012 Mathematical Operations using Numpy.mp4 36.9 MB
02 - Mastering Python Data Structures/006 Operations on Dictionaries.mp4 36.8 MB
14 - Capstone Project 4_ Global Cost of Living/002 Understanding the Dataset.mp4 36.6 MB
02 - Mastering Python Data Structures/012 Implementing Stacks and Queues using Lists.mp4 36.6 MB
04 - Python for Data Science/016 Plotting Data in Pandas.mp4 36.6 MB
14 - Capstone Project 4_ Global Cost of Living/008 Performing Geo spatial Analysis.mp4 36.5 MB
03 - Python Functions Deep Dive/004 Keyword Arguments.mp4 36.3 MB
06 - Query Analysis/014 Advanced Filtering Operations.mp4 36.3 MB
06 - Query Analysis/010 Interactive Grouping Operations.mp4 36.2 MB
09 - Hypothesis Testing/003 Types of Error.mp4 35.3 MB
07 - Data Visualizations/011 Subplots.mp4 35.3 MB
07 - Data Visualizations/020 Quiz Solution.mp4 35.1 MB
13 - Capstone Project 3_ Movie Recommender Systems/017 Key Takeaways from this Project.mp4 34.7 MB
03 - Python Functions Deep Dive/012 Introduction to Analytical Functions.mp4 34.2 MB
13 - Capstone Project 3_ Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 34.1 MB
07 - Data Visualizations/026 Sunburst Charts.mp4 33.8 MB
07 - Data Visualizations/023 Interactive Bivariate Analysis.mp4 33.7 MB
05 - Data Cleaning/015 Introduction to Replace and Drop level Function.mp4 33.7 MB
13 - Capstone Project 3_ Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 33.6 MB
04 - Python for Data Science/002 The date and time class.mp4 33.6 MB
14 - Capstone Project 4_ Global Cost of Living/007 Top N and Bottom N Analysis.mp4 33.4 MB
03 - Python Functions Deep Dive/018 Inheritance.mp4 32.8 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/005 Querying the data using Visualizations Part - 2.mp4 32.7 MB
03 - Python Functions Deep Dive/003 Positional Arguments.mp4 32.6 MB
08 - Statistics and Probability/013 Measures of Dependence.mp4 32.6 MB
07 - Data Visualizations/006 Charts with Colorscale.mp4 32.5 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/006 Major learning from the Project.mp4 31.9 MB
06 - Query Analysis/006 Using Pivot Tables for Grouping Operations.mp4 30.9 MB
04 - Python for Data Science/014 Quiz Solution.mp4 30.9 MB
07 - Data Visualizations/014 Maps.mp4 30.7 MB
07 - Data Visualizations/019 Animation with Choropleth Maps.mp4 30.6 MB
03 - Python Functions Deep Dive/011 Introduction to Aggregate Functions.mp4 30.6 MB
07 - Data Visualizations/022 Interactive Univariate Analysis.mp4 30.4 MB
04 - Python for Data Science/020 Quiz Solution.mp4 29.8 MB
07 - Data Visualizations/024 Interactive Multivariate Analysis.mp4 29.7 MB
07 - Data Visualizations/010 Polar Charts.mp4 29.6 MB
06 - Query Analysis/005 Visualizing the Groupby Operations.mp4 29.0 MB
08 - Statistics and Probability/015 Continuous vs Discrete Distributions.mp4 28.4 MB
08 - Statistics and Probability/001 Why you should learn Statistics and Probability.mp4 27.7 MB
02 - Mastering Python Data Structures/003 Operations on Tuples.mp4 27.5 MB
07 - Data Visualizations/017 Animation with Facets.mp4 27.4 MB
06 - Query Analysis/002 Using Groupby for Grouping Operations.mp4 27.3 MB
01 - Python Fundamentals/017 Quiz Solution.mp4 27.2 MB
14 - Capstone Project 4_ Global Cost of Living/006 Comparing Lifestyle in different Countries.mp4 27.1 MB
14 - Capstone Project 4_ Global Cost of Living/001 Setting up Environment.mp4 26.8 MB
14 - Capstone Project 4_ Global Cost of Living/012 Ranking Places based on their cost of living.mp4 26.5 MB
14 - Capstone Project 4_ Global Cost of Living/011 Comparing Lifestyle in Indian Cities.mp4 26.5 MB
03 - Python Functions Deep Dive/006 Quiz Solution.mp4 26.5 MB
06 - Query Analysis/003 Groupby with Idxmax and Idxmin functions.mp4 26.4 MB
14 - Capstone Project 4_ Global Cost of Living/005 Performing Feature Engineering.mp4 26.4 MB
01 - Python Fundamentals/008 Quiz Solution.mp4 26.1 MB
14 - Capstone Project 4_ Global Cost of Living/014 Analysing Quality of Life.mp4 26.0 MB
01 - Python Fundamentals/021 Quiz Solution.mp4 26.0 MB
14 - Capstone Project 4_ Global Cost of Living/010 Comparing Some of the Most Popular Countries.mp4 25.6 MB
07 - Data Visualizations/029 Gantt Charts.mp4 25.0 MB
07 - Data Visualizations/012 3D Charts.mp4 24.9 MB
06 - Query Analysis/007 Difference between Groupby and Pivot tables.mp4 24.5 MB
06 - Query Analysis/004 Using Color scales for better visualization.mp4 23.7 MB
01 - Python Fundamentals/007 Q and A.mp4 23.4 MB
07 - Data Visualizations/027 Parallel Co-ordinate Charts.mp4 23.4 MB
04 - Python for Data Science/005 Quiz Solution.mp4 23.2 MB
06 - Query Analysis/009 Visualizing Cross tabulated Data.mp4 23.2 MB
07 - Data Visualizations/018 Animation with Scatter Maps.mp4 23.2 MB
04 - Python for Data Science/008 Special Characters for Regular Expressions.mp4 23.0 MB
04 - Python for Data Science/003 The datetime class.mp4 22.9 MB
03 - Python Functions Deep Dive/010 Quiz Solution.mp4 22.7 MB
06 - Query Analysis/013 Introduction to Simple Filtering Operations.mp4 22.5 MB
02 - Mastering Python Data Structures/010 Quiz Solution.mp4 22.5 MB
03 - Python Functions Deep Dive/021 Quiz Solution.mp4 22.4 MB
14 - Capstone Project 4_ Global Cost of Living/015 Suggesting Better places to live.mp4 21.9 MB
02 - Mastering Python Data Structures/014 Quiz Solution.mp4 21.8 MB
07 - Data Visualizations/031 Tree Maps.mp4 21.8 MB
06 - Query Analysis/015 Filtering and Grouping Operations.mp4 21.7 MB
14 - Capstone Project 4_ Global Cost of Living/009 Comparing different Lifestyle Factors.mp4 21.7 MB
03 - Python Functions Deep Dive/016 Quiz Solution.mp4 21.4 MB
04 - Python for Data Science/017 Indexing, Selecting, and Filtering Data using Pandas.mp4 20.7 MB
11 - Capstone Project 1_ Players Performance Analysis/002 Setting up the Environment.mp4 20.6 MB
07 - Data Visualizations/030 Ternary Charts.mp4 20.4 MB
04 - Python for Data Science/004 The timedelta class.mp4 19.8 MB
16 - Outro Section/001 Conclusion.mp4 16.8 MB
03 - Python Functions Deep Dive/013 Quiz Solution.mp4 14.9 MB
10 - Data Exploration/009 Using Color Gradients for better analysis.mp4 13.9 MB
04 - Python for Data Science/010 Quiz Solution.mp4 13.8 MB
01 - Python Fundamentals/013 Quiz Solution.mp4 13.7 MB
15 - Capstone Project 5_ Customer Segmentation Engine/002 Setting up the Environment.mp4 12.7 MB
14 - Capstone Project 4_ Global Cost of Living/003 Understanding the Problem Statement.mp4 12.6 MB
02 - Mastering Python Data Structures/004 Quiz Solution.mp4 12.6 MB
09 - Hypothesis Testing/017 Test of Independence.mp4 10.9 MB
05 - Data Cleaning/017 Introduction to Stack, and Unstack Functions.mp4 10.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/003 Understanding the Problem Statement.mp4 10.4 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/002 Setting up the Environment.mp4 8.8 MB
05 - Data Cleaning/33177822-fifa.csv 8.7 MB
06 - Query Analysis/016 Interactive Filtering Operations.mp4 8.2 MB
08 - Statistics and Probability/002 Walking through the course Content.mp4 7.4 MB
07 - Data Visualizations/013 Waffle Charts.mp4 7.0 MB
07 - Data Visualizations/33327286-Miscellaneous-Charts.zip 6.3 MB
07 - Data Visualizations/33326964-03.Line-Area-and-Bar-Charts.ipynb 4.2 MB
09 - Hypothesis Testing/33333276-Hypothesis-Testing-Full-Material.zip 4.1 MB
07 - Data Visualizations/33327104-Animated-Visualizations.zip 4.0 MB
07 - Data Visualizations/33326968-05.Statistical-Charts.ipynb 3.5 MB
07 - Data Visualizations/33327024-10.Maps.ipynb 3.5 MB
07 - Data Visualizations/33237022-01.Scatter-plots.ipynb 3.4 MB
07 - Data Visualizations/33326974-04.Facet-Grids.ipynb 3.4 MB
07 - Data Visualizations/33326972-06.Polar-Charts.ipynb 3.4 MB
07 - Data Visualizations/33326876-02.Charts-with-Colormaps.ipynb 3.4 MB
07 - Data Visualizations/33289888-6.Treemaps.ipynb 3.3 MB
07 - Data Visualizations/33289926-5.Ternary-Charts.ipynb 3.3 MB
07 - Data Visualizations/33327000-07.Subplots.ipynb 3.3 MB
07 - Data Visualizations/33289946-4.Gantt-Charts.ipynb 3.3 MB
07 - Data Visualizations/33289964-3.Funnel-Charts.ipynb 3.3 MB
07 - Data Visualizations/33289982-2.Parallel-Co-ordinate-Charts.ipynb 3.3 MB
11 - Capstone Project 1_ Players Performance Analysis/33340888-Player-Performance-Reviewer-Full-Material.zip 3.0 MB
05 - Data Cleaning/33235504-melbourne.csv 2.9 MB
05 - Data Cleaning/33371906-ratings.csv 2.4 MB
15 - Capstone Project 5_ Customer Segmentation Engine/33340626-Customer-Based-Segregator-Full-Material.zip 2.1 MB
01 - Python Fundamentals/33157682-Why-should-we-learn-Python.pptx 1.8 MB
10 - Data Exploration/33333548-Data-Exploration-Full-Material.zip 1.6 MB
02 - Mastering Python Data Structures/33158160-Introduction-to-Stacks-and-Queues.pptx 1.5 MB
02 - Mastering Python Data Structures/33158258-Time-Complexity.pptx 1.1 MB
04 - Python for Data Science/33163108-Merging.pptx 1010.0 KB
13 - Capstone Project 3_ Movie Recommender Systems/33340868-Movie-Recommendation-Engine-Full-Material.rar 936.8 KB
07 - Data Visualizations/33289858-7.Network-Charts.ipynb 855.0 KB
05 - Data Cleaning/33177970-bigmart.csv 849.2 KB
05 - Data Cleaning/33178092-bigmart.csv 849.2 KB
05 - Data Cleaning/33235526-bigmart.csv 849.2 KB
05 - Data Cleaning/33326190-Data.csv 849.2 KB
01 - Python Fundamentals/33157832-Scope-of-Variables.pptx 839.9 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/33340874-Startups-Case-study.zip 821.1 KB
01 - Python Fundamentals/33157764-Built-in-Data-Types-and-Type-Casting.pptx 811.4 KB
03 - Python Functions Deep Dive/33157578-Solving-the-Factorial-Problem-using-Recursion.pptx 729.9 KB
03 - Python Functions Deep Dive/33157634-Encapsulation.pptx 725.8 KB
03 - Python Functions Deep Dive/33157584-Solving-the-Fibonacci-Problem-using-Recursion.pptx 720.3 KB
05 - Data Cleaning/33178106-2.Dealing-with-outliers-in-a-real-world-scenario.ipynb 669.3 KB
05 - Data Cleaning/33177974-1.Finding-Outliers-from-the-data.ipynb 666.5 KB
04 - Python for Data Science/33586698-market-fact.csv 605.3 KB
01 - Python Fundamentals/33157730-Naming-Convention-for-variables.pptx 600.4 KB
02 - Mastering Python Data Structures/33158272-Insertion-and-Selection-Sort.pptx 597.4 KB
02 - Mastering Python Data Structures/33158276-Bubble-Sort.pptx 585.9 KB
02 - Mastering Python Data Structures/33158280-Binary-Search.pptx 585.1 KB
02 - Mastering Python Data Structures/33158286-Linear-Search.pptx 583.2 KB
02 - Mastering Python Data Structures/33158290-Merge-Sort.pptx 582.3 KB
05 - Data Cleaning/33177922-Outliers.pptx 581.8 KB
05 - Data Cleaning/33178072-Deleting-and-Capping-Outliers.pptx 581.6 KB
05 - Data Cleaning/33177614-Causes-Impact-of-Missing-Values.pptx 581.5 KB
03 - Python Functions Deep Dive/33157360-Introduction-to-Functions.pptx 578.3 KB
05 - Data Cleaning/33177684-Types-of-Missing-Values.pptx 577.7 KB
03 - Python Functions Deep Dive/33157490-Filter-Map-and-Zip-Functions.pptx 577.5 KB
05 - Data Cleaning/33178052-Winsorization.pptx 574.8 KB
03 - Python Functions Deep Dive/33157462-Lambda-Functions.pptx 574.4 KB
05 - Data Cleaning/33177780-Mode-Median-Mean.pptx 574.0 KB
05 - Data Cleaning/33177962-Types-Of-Outliers.pptx 571.4 KB
03 - Python Functions Deep Dive/33157396-Default-Parameters-in-Functions.pptx 571.3 KB
03 - Python Functions Deep Dive/33157496-List-set-and-Dictionary-Comprehensions.pptx 569.9 KB
05 - Data Cleaning/33178194-Data-Manipulation-Functions.pptx 567.0 KB
05 - Data Cleaning/33235520-movies.csv 447.6 KB
05 - Data Cleaning/33326194-movie.csv 447.6 KB
14 - Capstone Project 4_ Global Cost of Living/33340810-Cost-of-Living-Analyzer.zip 320.7 KB
06 - Query Analysis/33326568-Grouping-Operations.zip 314.7 KB
04 - Python for Data Science/33163130-employee.csv 222.6 KB
07 - Data Visualizations/33235642-employee.csv 222.6 KB
05 - Data Cleaning/33325946-Naukri-Dataset-Cleaning.ipynb 186.0 KB
07 - Data Visualizations/33326984-08.3D-Charts.ipynb 127.2 KB
05 - Data Cleaning/33326118-5.Introduction-to-Melt-Explode-and-Squeeze-Functions.ipynb 122.3 KB
05 - Data Cleaning/33177834-Imputing-missing-values.ipynb 113.6 KB
06 - Query Analysis/33326898-Filtering-Operations.zip 86.5 KB
08 - Statistics and Probability/33336626-Statistics-and-Probability.zip 85.3 KB
05 - Data Cleaning/33325936-Melbourne-Housing-Data-Cleaning.ipynb 69.9 KB
07 - Data Visualizations/33237012-3.Multivariate-Analysis.ipynb 63.6 KB
05 - Data Cleaning/33326114-4.Introduction-to-Stack-and-Unstack-Functions.ipynb 63.5 KB
07 - Data Visualizations/33235660-2.Bivariate-Analysis.ipynb 60.6 KB
05 - Data Cleaning/33325934-Movie-Data-Data-Cleaning.ipynb 52.6 KB
04 - Python for Data Science/33162908-2.Plotting-Data-in-Pandas.ipynb 36.1 KB
05 - Data Cleaning/33325918-Big-Mart-Feature-Engineering.ipynb 34.9 KB
07 - Data Visualizations/33235646-1.Univariate-Analysis.ipynb 33.4 KB
04 - Python for Data Science/33163032-3.Indexing-Slicing-and-Filtering.ipynb 29.6 KB
04 - Python for Data Science/33163102-4.Merging-and-Concatenating.ipynb 29.0 KB
05 - Data Cleaning/33326086-1.Introduction-to-reindex-reset-index-sort-index-and-set-index-funtions.ipynb 18.6 KB
15 - Capstone Project 5_ Customer Segmentation Engine/003 Data Analysis and Visualization__en.srt 17.3 KB
04 - Python for Data Science/33163142-5.Lambda-Map-and-Apply-functions.ipynb 16.4 KB
05 - Data Cleaning/022 Data Cleaning on Naukri Dataset__en.srt 12.9 KB
11 - Capstone Project 1_ Players Performance Analysis/005 Data Visualization__en.srt 12.5 KB
01 - Python Fundamentals/33157842-Arithematic-and-Assignment-Operators.ipynb 11.8 KB
01 - Python Fundamentals/33157848-Comparison-Logical-and-Bitwise-Operators.ipynb 11.0 KB
01 - Python Fundamentals/004 Naming Convention for variables__en.srt 9.5 KB
15 - Capstone Project 5_ Customer Segmentation Engine/004 KMeans Clustering Analysis__en.srt 9.1 KB
07 - Data Visualizations/33326980-09.Waffle-Charts.ipynb 9.1 KB
01 - Python Fundamentals/005 Built in Data Types and Type Casting__en.srt 9.0 KB
01 - Python Fundamentals/003 Understanding the Interface of Jupyter Notebook__en.srt 8.6 KB
01 - Python Fundamentals/002 Installing Python and Jupyter Notebook__en.srt 8.2 KB
01 - Python Fundamentals/010 Arithmetic and Assignment Operators__en.srt 8.0 KB
05 - Data Cleaning/009 Finding out outliers from the data__en.srt 8.0 KB
05 - Data Cleaning/33326100-2.Replace-and-Droplevel-Functions.ipynb 7.9 KB
04 - Python for Data Science/33162872-1.Reading-Datasets-using-Pandas.ipynb 7.6 KB
01 - Python Fundamentals/001 Why should you learn Python___en.srt 7.6 KB
02 - Mastering Python Data Structures/021 Quiz Solution__en.srt 7.5 KB
01 - Python Fundamentals/011 Comparison, Logical, and Bitwise Operators__en.srt 7.5 KB
08 - Statistics and Probability/024 Confidence Intervals__en.srt 7.4 KB
02 - Mastering Python Data Structures/019 Insertion and Selection Sort__en.srt 7.2 KB
11 - Capstone Project 1_ Players Performance Analysis/003 Data Cleaning__en.srt 7.1 KB
10 - Data Exploration/003 Data Profiling__en.srt 7.0 KB
08 - Statistics and Probability/008 Permutations and Combinations__en.srt 6.8 KB
05 - Data Cleaning/33326104-3.Introduction-to-Split-and-Strip-Functions.ipynb 6.8 KB
05 - Data Cleaning/006 Imputing missing values in a real-time scenario__en.srt 6.8 KB
03 - Python Functions Deep Dive/008 Filter, Map, and Zip Functions__en.srt 6.7 KB
07 - Data Visualizations/33327046-Interactive-Visualizations.zip 6.7 KB
10 - Data Exploration/007 Exploring the Dabl Library__en.srt 6.7 KB
14 - Capstone Project 4_ Global Cost of Living/004 Extracting Latitude and Longitude from the L__en.srt 6.4 KB
01 - Python Fundamentals/006 Scope of Variables__en.srt 6.4 KB
02 - Mastering Python Data Structures/015 Time Complexity__en.srt 6.3 KB
02 - Mastering Python Data Structures/020 Merge Sort__en.srt 6.2 KB
08 - Statistics and Probability/009 Quiz Solution__en.srt 6.1 KB
01 - Python Fundamentals/015 String Methods__en.srt 5.9 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/004 Querying the data using Visualizations Part - 1__en.srt 5.7 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/003 Data Cleaning__en.srt 5.6 KB
02 - Mastering Python Data Structures/017 Binary Search__en.srt 5.6 KB
03 - Python Functions Deep Dive/33157424-Python-Modules.ipynb 5.5 KB
11 - Capstone Project 1_ Players Performance Analysis/006 Query Analysis__en.srt 5.5 KB
08 - Statistics and Probability/020 Sample Mean and Population Mean__en.srt 5.5 KB
08 - Statistics and Probability/025 Quiz Solution__en.srt 5.5 KB
10 - Data Exploration/008 Exploring the Sweetviz Library__en.srt 5.5 KB
07 - Data Visualizations/003 Multivariate Analysis__en.srt 5.5 KB
01 - Python Fundamentals/008 Quiz Solution__en.srt 5.3 KB
01 - Python Fundamentals/019 For and While__en.srt 5.3 KB
08 - Statistics and Probability/012 Measures of Spread__en.srt 5.2 KB
02 - Mastering Python Data Structures/010 Quiz Solution__en.srt 5.2 KB
04 - Python for Data Science/006 Meta Characters for Regular Expressions__en.srt 5.1 KB
08 - Statistics and Probability/014 Quiz Solution__en.srt 5.1 KB
08 - Statistics and Probability/004 Basic Probability__en.srt 5.0 KB
04 - Python for Data Science/33162946-Iris.csv 5.0 KB
04 - Python for Data Science/33162968-Iris.csv 5.0 KB
07 - Data Visualizations/33237014-Iris.csv 5.0 KB
07 - Data Visualizations/33289914-Iris.csv 5.0 KB
07 - Data Visualizations/33289974-Iris.csv 5.0 KB
08 - Statistics and Probability/006 Set Theory__en.srt 5.0 KB
04 - Python for Data Science/018 Merging and Concatenating DataFrames__en.srt 5.0 KB
03 - Python Functions Deep Dive/006 Quiz Solution__en.srt 4.9 KB
07 - Data Visualizations/007 Bar, Line, and Area Charts__en.srt 4.9 KB
07 - Data Visualizations/009 Statistical Charts__en.srt 4.9 KB
14 - Capstone Project 4_ Global Cost of Living/007 Top N and Bottom N Analysis__en.srt 4.9 KB
09 - Hypothesis Testing/005 Quiz Solution__en.srt 4.8 KB
09 - Hypothesis Testing/006 One Sampled T Test__en.srt 4.8 KB
05 - Data Cleaning/007 Quiz Solution__en.srt 4.8 KB
08 - Statistics and Probability/005 Conditional Probability__en.srt 4.8 KB
01 - Python Fundamentals/014 String Formatting__en.srt 4.8 KB
01 - Python Fundamentals/33157872-String-Methods.ipynb 4.8 KB
07 - Data Visualizations/001 Univariate Analysis__en.srt 4.7 KB
02 - Mastering Python Data Structures/009 Set Operations__en.srt 4.7 KB
17 - Bonus Section/001 Bonus Lecture.html 4.7 KB
02 - Mastering Python Data Structures/005 Introduction to Dictionaries__en.srt 4.6 KB
02 - Mastering Python Data Structures/33158130-Introduction-to-Sets.ipynb 4.6 KB
05 - Data Cleaning/014 Introduction to reindex, set_index, reset_index, and sort_index Functions__en.srt 4.6 KB
02 - Mastering Python Data Structures/016 Linear Search__en.srt 4.6 KB
09 - Hypothesis Testing/010 One Sampled Z Test__en.srt 4.5 KB
02 - Mastering Python Data Structures/008 Introduction to Sets__en.srt 4.5 KB
04 - Python for Data Science/017 Indexing, Selecting, and Filtering Data using Pandas__en.srt 4.5 KB
11 - Capstone Project 1_ Players Performance Analysis/004 Feature Engineering__en.srt 4.5 KB
04 - Python for Data Science/020 Quiz Solution__en.srt 4.5 KB
03 - Python Functions Deep Dive/002 Default Parameters in Functions__en.srt 4.4 KB
04 - Python for Data Science/33162612-1.Meta-Characters-for-Regular-Expressions.ipynb 4.4 KB
07 - Data Visualizations/025 Quiz Solution__en.srt 4.4 KB
08 - Statistics and Probability/023 Maximum Likelihood Estimation__en.srt 4.4 KB
05 - Data Cleaning/013 Quiz Solution__en.srt 4.4 KB
04 - Python for Data Science/014 Quiz Solution__en.srt 4.4 KB
01 - Python Fundamentals/017 Quiz Solution__en.srt 4.4 KB
09 - Hypothesis Testing/004 P-Value and Level of Significance__en.srt 4.3 KB
04 - Python for Data Science/33162784-2.Mathematical-functions-using-Numpy.ipynb 4.3 KB
07 - Data Visualizations/005 Scatter Plots__en.srt 4.3 KB
02 - Mastering Python Data Structures/002 Operations on Lists__en.srt 4.3 KB
01 - Python Fundamentals/021 Quiz Solution__en.srt 4.3 KB
08 - Statistics and Probability/010 Types of Data__en.srt 4.2 KB
08 - Statistics and Probability/019 Quiz Solution__en.srt 4.2 KB
05 - Data Cleaning/003 When should we delete the missing values__en.srt 4.2 KB
06 - Query Analysis/011 Quiz Solution__en.srt 4.2 KB
07 - Data Visualizations/015 Quiz Solution__en.srt 4.2 KB
10 - Data Exploration/011 Quiz Solution__en.srt 4.1 KB
13 - Capstone Project 3_ Movie Recommender Systems/016 Recommending Similar Genres and Movies__en.srt 4.1 KB
07 - Data Visualizations/033 Quiz Solution__en.srt 4.1 KB
06 - Query Analysis/001 Aggregate functions used for Grouping__en.srt 4.1 KB
02 - Mastering Python Data Structures/007 Nested Dictionaries__en.srt 4.1 KB
03 - Python Functions Deep Dive/009 List, set, and Dictionary Comprehensions__en.srt 4.1 KB
06 - Query Analysis/017 Quiz Solution__en.srt 4.1 KB
07 - Data Visualizations/004 Quiz Solution__en.srt 4.0 KB
02 - Mastering Python Data Structures/33158120-Nested-Dictionaries.ipynb 4.0 KB
01 - Python Fundamentals/013 Quiz Solution__en.srt 4.0 KB
10 - Data Exploration/004 Analyzing Target Data__en.srt 4.0 KB
03 - Python Functions Deep Dive/016 Quiz Solution__en.srt 4.0 KB
03 - Python Functions Deep Dive/010 Quiz Solution__en.srt 4.0 KB
05 - Data Cleaning/019 Data Cleaning on Big Mart Dataset__en.srt 4.0 KB
05 - Data Cleaning/018 Introduction to Melt, Explode, and Squeeze Functions__en.srt 4.0 KB
02 - Mastering Python Data Structures/33158102-Operations-on-Dictionaries.ipynb 3.9 KB
02 - Mastering Python Data Structures/018 Bubble Sort__en.srt 3.9 KB
05 - Data Cleaning/016 Introduction to Split and Strip Function__en.srt 3.9 KB
13 - Capstone Project 3_ Movie Recommender Systems/013 Comparing Critically acclaimed Actors__en.srt 3.9 KB
02 - Mastering Python Data Structures/006 Operations on Dictionaries__en.srt 3.9 KB
05 - Data Cleaning/008 How outliers can be harmful for machine learning models__en.srt 3.9 KB
02 - Mastering Python Data Structures/33158054-Operations-on-Lists.ipynb 3.9 KB
08 - Statistics and Probability/003 Applications of Probability in Real Life__en.srt 3.9 KB
03 - Python Functions Deep Dive/019 Encapsulation__en.srt 3.9 KB
05 - Data Cleaning/021 Data Cleaning on Melbourne Housing Dataset__en.srt 3.9 KB
13 - Capstone Project 3_ Movie Recommender Systems/015 Recommending Movies based on Languages and Actors__en.srt 3.9 KB
13 - Capstone Project 3_ Movie Recommender Systems/011 Gross Comparison of Long and Short Movies__en.srt 3.9 KB
04 - Python for Data Science/005 Quiz Solution__en.srt 3.9 KB
05 - Data Cleaning/012 Dealing with outliers in a real-world scenario__en.srt 3.9 KB
04 - Python for Data Science/009 Sets for Regular Expressions__en.srt 3.8 KB
05 - Data Cleaning/004 Imputing missing values with the business logic__en.srt 3.8 KB
02 - Mastering Python Data Structures/014 Quiz Solution__en.srt 3.8 KB
09 - Hypothesis Testing/009 Quiz Solution__en.srt 3.8 KB
03 - Python Functions Deep Dive/012 Introduction to Analytical Functions__en.srt 3.8 KB
01 - Python Fundamentals/018 If, elif, and else__en.srt 3.7 KB
08 - Statistics and Probability/022 Bias and Variance__en.srt 3.7 KB
01 - Python Fundamentals/33157854-Identity-and-Membership-Operators.ipynb 3.7 KB
03 - Python Functions Deep Dive/017 Introduction to Classes and Objects__en.srt 3.7 KB
09 - Hypothesis Testing/012 Quiz Solution__en.srt 3.7 KB
04 - Python for Data Science/015 Reading Datasets using Pandas__en.srt 3.7 KB
08 - Statistics and Probability/011 Measures of Central Tendency__en.srt 3.7 KB
10 - Data Exploration/005 Quiz Solution__en.srt 3.7 KB
02 - Mastering Python Data Structures/004 Quiz Solution__en.srt 3.6 KB
05 - Data Cleaning/001 Causes and Impact of Missing Values__en.srt 3.6 KB
03 - Python Functions Deep Dive/33157614-1.Introduction-to-Classes-and-Objects.ipynb 3.6 KB
07 - Data Visualizations/002 Bivariate Analysis__en.srt 3.6 KB
02 - Mastering Python Data Structures/33158178-Implementing-Stacks-and-Queues-using-Lists.ipynb 3.6 KB
10 - Data Exploration/009 Using Color Gradients for better analysis__en.srt 3.6 KB
13 - Capstone Project 3_ Movie Recommender Systems/001 Setting up the Environment__en.srt 3.6 KB
13 - Capstone Project 3_ Movie Recommender Systems/009 Analysing Which Genre is Most Bankable___en.srt 3.6 KB
07 - Data Visualizations/021 Introduction to Ipywidgets__en.srt 3.6 KB
08 - Statistics and Probability/016 Introduction to Normal Distribution__en.srt 3.5 KB
08 - Statistics and Probability/007 Bayes' Theorem__en.srt 3.5 KB
03 - Python Functions Deep Dive/021 Quiz Solution__en.srt 3.5 KB
07 - Data Visualizations/023 Interactive Bivariate Analysis__en.srt 3.5 KB
14 - Capstone Project 4_ Global Cost of Living/011 Comparing Lifestyle in Indian Cities__en.srt 3.5 KB
13 - Capstone Project 3_ Movie Recommender Systems/004 Missing Values Imputation__en.srt 3.5 KB
09 - Hypothesis Testing/013 One Sampled ANOVA Test__en.srt 3.5 KB
09 - Hypothesis Testing/018 Quiz Solution__en.srt 3.5 KB
14 - Capstone Project 4_ Global Cost of Living/013 Analysing Cost of Essential Items__en.srt 3.5 KB
04 - Python for Data Science/33162436-2.The-date-and-time-Class.ipynb 3.5 KB
02 - Mastering Python Data Structures/001 Differences between Lists and Tuples__en.srt 3.4 KB
05 - Data Cleaning/011 Deleting and Capping the outliers__en.srt 3.4 KB
07 - Data Visualizations/020 Quiz Solution__en.srt 3.4 KB
14 - Capstone Project 4_ Global Cost of Living/006 Comparing Lifestyle in different Countries__en.srt 3.3 KB
09 - Hypothesis Testing/011 Two Sampled Z Test__en.srt 3.3 KB
04 - Python for Data Science/010 Quiz Solution__en.srt 3.3 KB
09 - Hypothesis Testing/008 Paired Sampled T Test__en.srt 3.3 KB
05 - Data Cleaning/002 Types of Missing Values__en.srt 3.3 KB
13 - Capstone Project 3_ Movie Recommender Systems/007 Extracting the Movie Genres__en.srt 3.3 KB
03 - Python Functions Deep Dive/013 Quiz Solution__en.srt 3.3 KB
14 - Capstone Project 4_ Global Cost of Living/012 Ranking Places based on their cost of living__en.srt 3.3 KB
04 - Python for Data Science/33162818-3.Bulit-in-functions-in-Numpy.ipynb 3.3 KB
14 - Capstone Project 4_ Global Cost of Living/001 Setting up Environment__en.srt 3.3 KB
09 - Hypothesis Testing/015 Quiz Solution__en.srt 3.3 KB
04 - Python for Data Science/33162754-1.Array-Creation-using-Numpy.ipynb 3.3 KB
09 - Hypothesis Testing/002 Null Hypothesis and Alternate Hypothesis__en.srt 3.2 KB
11 - Capstone Project 1_ Players Performance Analysis/001 Understanding the problem statement__en.srt 3.2 KB
04 - Python for Data Science/011 Array Creation using Numpy__en.srt 3.2 KB
02 - Mastering Python Data Structures/33158194-Implementing-Stacks-and-Queues-using-deque.ipynb 3.2 KB
02 - Mastering Python Data Structures/33158138-Set-Operations.ipynb 3.2 KB
08 - Statistics and Probability/021 Central Limit Theorem__en.srt 3.2 KB
13 - Capstone Project 3_ Movie Recommender Systems/005 Top 10 Profitable Movies__en.srt 3.2 KB
14 - Capstone Project 4_ Global Cost of Living/014 Analysing Quality of Life__en.srt 3.2 KB
03 - Python Functions Deep Dive/33157476-Filter-Map-and-Zip-functions.ipynb 3.1 KB
05 - Data Cleaning/020 Data Cleaning on Movie Dataset__en.srt 3.1 KB
07 - Data Visualizations/028 Funnel Charts__en.srt 3.1 KB
03 - Python Functions Deep Dive/014 Solving the Factorial Problem using Recursion__en.srt 3.1 KB
13 - Capstone Project 3_ Movie Recommender Systems/002 Taking a Deep Dive into the Dataset__en.srt 3.1 KB
03 - Python Functions Deep Dive/015 Solving the Fibonacci Problem using Recursion__en.srt 3.1 KB
14 - Capstone Project 4_ Global Cost of Living/005 Performing Feature Engineering__en.srt 3.1 KB
08 - Statistics and Probability/018 Using QQ Plots to check Normal Distribution__en.srt 3.1 KB
09 - Hypothesis Testing/007 Two Sampled T Test__en.srt 3.1 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/001 Understanding the Problem Statement__en.srt 3.1 KB
15 - Capstone Project 5_ Customer Segmentation Engine/001 Understanding the Problem Statement__en.srt 3.0 KB
13 - Capstone Project 3_ Movie Recommender Systems/006 Manipulating the Duration and Language Column__en.srt 3.0 KB
04 - Python for Data Science/002 The date and time class__en.srt 3.0 KB
03 - Python Functions Deep Dive/33157532-Introduction-to-Aggregate-functions.ipynb 3.0 KB
14 - Capstone Project 4_ Global Cost of Living/008 Performing Geo spatial Analysis__en.srt 3.0 KB
06 - Query Analysis/008 Performing Cross Tabulation__en.srt 2.9 KB
10 - Data Exploration/002 Course curriculum walkthrough__en.srt 2.9 KB
13 - Capstone Project 3_ Movie Recommender Systems/012 Association between IMDB Rating and Duration__en.srt 2.9 KB
06 - Query Analysis/010 Interactive Grouping Operations__en.srt 2.9 KB
03 - Python Functions Deep Dive/005 Python Modules__en.srt 2.9 KB
16 - Outro Section/001 Conclusion__en.srt 2.9 KB
09 - Hypothesis Testing/001 What is Hypothesis Testing__en.srt 2.9 KB
05 - Data Cleaning/005 Imputing missing values with Mean_Median_Mode__en.srt 2.9 KB
01 - Python Fundamentals/016 User Input__en.srt 2.9 KB
07 - Data Visualizations/011 Subplots__en.srt 2.9 KB
01 - Python Fundamentals/020 Break and Continue__en.srt 2.9 KB
05 - Data Cleaning/010 Using Winsorization to deal with outliers__en.srt 2.9 KB
04 - Python for Data Science/33162722-4.Sets-for-Regular-Expressions.ipynb 2.8 KB
01 - Python Fundamentals/012 Identity and Membership Operators__en.srt 2.8 KB
13 - Capstone Project 3_ Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies__en.srt 2.8 KB
03 - Python Functions Deep Dive/007 Lambda Functions__en.srt 2.8 KB
01 - Python Fundamentals/33157864-String-Formatting.ipynb 2.8 KB
03 - Python Functions Deep Dive/004 Keyword Arguments__en.srt 2.8 KB
07 - Data Visualizations/016 Animation with Bubbleplot__en.srt 2.8 KB
14 - Capstone Project 4_ Global Cost of Living/010 Comparing Some of the Most Popular Countries__en.srt 2.8 KB
03 - Python Functions Deep Dive/33157378-Default-parameters-in-functions.ipynb 2.8 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/005 Querying the data using Visualizations Part - 2__en.srt 2.8 KB
06 - Query Analysis/014 Advanced Filtering Operations__en.srt 2.7 KB
03 - Python Functions Deep Dive/33157628-4.Polymorphism.ipynb 2.7 KB
02 - Mastering Python Data Structures/012 Implementing Stacks and Queues using Lists__en.srt 2.7 KB
04 - Python for Data Science/008 Special Characters for Regular Expressions__en.srt 2.7 KB
04 - Python for Data Science/013 Built-in Functions in Numpy__en.srt 2.7 KB
03 - Python Functions Deep Dive/33157418-Keyword-Arguments.ipynb 2.7 KB
14 - Capstone Project 4_ Global Cost of Living/015 Suggesting Better places to live__en.srt 2.7 KB
03 - Python Functions Deep Dive/33157538-Introduction-to-Analytical-functions.ipynb 2.7 KB
10 - Data Exploration/006 Summarizing data__en.srt 2.7 KB
07 - Data Visualizations/008 Facet Grids__en.srt 2.7 KB
02 - Mastering Python Data Structures/013 Implementing Stacks andd Queues using Deque__en.srt 2.7 KB
01 - Python Fundamentals/33157894-for-and-while-loop.ipynb 2.7 KB
03 - Python Functions Deep Dive/020 Polymorhism__en.srt 2.6 KB
07 - Data Visualizations/010 Polar Charts__en.srt 2.6 KB
02 - Mastering Python Data Structures/33158096-Introduction-to-Dictionaries.ipynb 2.6 KB
07 - Data Visualizations/022 Interactive Univariate Analysis__en.srt 2.6 KB
07 - Data Visualizations/032 Network Charts__en.srt 2.6 KB
02 - Mastering Python Data Structures/33158040-Difference-between-Lists-and-Tuples.ipynb 2.6 KB
03 - Python Functions Deep Dive/018 Inheritance__en.srt 2.6 KB
07 - Data Visualizations/014 Maps__en.srt 2.6 KB
04 - Python for Data Science/007 Built-in Functions for Regular Expressions__en.srt 2.6 KB
04 - Python for Data Science/012 Mathematical Operations using Numpy__en.srt 2.6 KB
03 - Python Functions Deep Dive/011 Introduction to Aggregate Functions__en.srt 2.5 KB
13 - Capstone Project 3_ Movie Recommender Systems/014 Top Movies based on Gross, and IMDB__en.srt 2.5 KB
06 - Query Analysis/002 Using Groupby for Grouping Operations__en.srt 2.5 KB
07 - Data Visualizations/026 Sunburst Charts__en.srt 2.5 KB
05 - Data Cleaning/015 Introduction to Replace and Drop level Function__en.srt 2.5 KB
09 - Hypothesis Testing/016 Goodness of Fit Test__en.srt 2.5 KB
03 - Python Functions Deep Dive/001 Introduction to Functions__en.srt 2.5 KB
06 - Query Analysis/005 Visualizing the Groupby Operations__en.srt 2.5 KB
06 - Query Analysis/006 Using Pivot Tables for Grouping Operations__en.srt 2.5 KB
07 - Data Visualizations/029 Gantt Charts__en.srt 2.5 KB
04 - Python for Data Science/33162690-3.Special-Characters-for-Regular-Expressions.ipynb 2.5 KB
09 - Hypothesis Testing/017 Test of Independence__en.srt 2.5 KB
14 - Capstone Project 4_ Global Cost of Living/009 Comparing different Lifestyle Factors__en.srt 2.4 KB
04 - Python for Data Science/33162514-4.The-timedelta-class.ipynb 2.4 KB
08 - Statistics and Probability/015 Continuous vs Discrete Distributions__en.srt 2.4 KB
07 - Data Visualizations/006 Charts with Colorscale__en.srt 2.4 KB
04 - Python for Data Science/016 Plotting Data in Pandas__en.srt 2.4 KB
08 - Statistics and Probability/017 Concept of Skewness__en.srt 2.3 KB
02 - Mastering Python Data Structures/003 Operations on Tuples__en.srt 2.3 KB
14 - Capstone Project 4_ Global Cost of Living/002 Understanding the Dataset__en.srt 2.3 KB
02 - Mastering Python Data Structures/011 Introduction to Stacks and Queues__en.srt 2.3 KB
04 - Python for Data Science/019 Lambda, Map, and Apply Functions__en.srt 2.3 KB
08 - Statistics and Probability/013 Measures of Dependence__en.srt 2.2 KB
01 - Python Fundamentals/009 Thanks for your support____en.srt 2.2 KB
03 - Python Functions Deep Dive/003 Positional Arguments__en.srt 2.2 KB
07 - Data Visualizations/024 Interactive Multivariate Analysis__en.srt 2.2 KB
03 - Python Functions Deep Dive/33157622-3.Encapsulation.ipynb 2.1 KB
10 - Data Exploration/001 Why EDA and how it is useful__en.srt 2.1 KB
06 - Query Analysis/012 When to perform Filtering Operations__en.srt 2.1 KB
05 - Data Cleaning/017 Introduction to Stack, and Unstack Functions__en.srt 2.1 KB
04 - Python for Data Science/33162510-3.The-datetime-class.ipynb 2.1 KB
06 - Query Analysis/004 Using Color scales for better visualization__en.srt 2.1 KB
15 - Capstone Project 5_ Customer Segmentation Engine/002 Setting up the Environment__en.srt 2.1 KB
04 - Python for Data Science/33162638-2.Built-in-functions-for-Regular-Expressions.ipynb 2.0 KB
10 - Data Exploration/010 Best Practices for Data Exploration__en.srt 2.0 KB
01 - Python Fundamentals/33157746-Declaring-Variables.ipynb 2.0 KB
13 - Capstone Project 3_ Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media__en.srt 2.0 KB
07 - Data Visualizations/019 Animation with Choropleth Maps__en.srt 2.0 KB
03 - Python Functions Deep Dive/33157484-List-Set-and-Dictionary-Comprehensions.ipynb 2.0 KB
06 - Query Analysis/007 Difference between Groupby and Pivot tables__en.srt 1.9 KB
07 - Data Visualizations/012 3D Charts__en.srt 1.9 KB
02 - Mastering Python Data Structures/33158064-Operations-on-tuples.ipynb 1.9 KB
07 - Data Visualizations/013 Waffle Charts__en.srt 1.9 KB
08 - Statistics and Probability/001 Why you should learn Statistics and Probability__en.srt 1.9 KB
04 - Python for Data Science/001 Introduction to datetime__en.srt 1.9 KB
06 - Query Analysis/003 Groupby with Idxmax and Idxmin functions__en.srt 1.8 KB
09 - Hypothesis Testing/003 Types of Error__en.srt 1.8 KB
15 - Capstone Project 5_ Customer Segmentation Engine/005 Major Learnings from the projects__en.srt 1.8 KB
11 - Capstone Project 1_ Players Performance Analysis/007 Major Learnings from the project__en.srt 1.8 KB
06 - Query Analysis/016 Interactive Filtering Operations__en.srt 1.8 KB
07 - Data Visualizations/031 Tree Maps__en.srt 1.8 KB
01 - Python Fundamentals/007 Q and A__en.srt 1.8 KB
09 - Hypothesis Testing/014 Two Sampled ANOVA Test__en.srt 1.8 KB
01 - Python Fundamentals/33157878-User-Input.ipynb 1.7 KB
07 - Data Visualizations/017 Animation with Facets__en.srt 1.7 KB
07 - Data Visualizations/030 Ternary Charts__en.srt 1.7 KB
14 - Capstone Project 4_ Global Cost of Living/003 Understanding the Problem Statement__en.srt 1.7 KB
11 - Capstone Project 1_ Players Performance Analysis/002 Setting up the Environment__en.srt 1.7 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/006 Major learning from the Project__en.srt 1.7 KB
07 - Data Visualizations/027 Parallel Co-ordinate Charts__en.srt 1.7 KB
06 - Query Analysis/009 Visualizing Cross tabulated Data__en.srt 1.6 KB
13 - Capstone Project 3_ Movie Recommender Systems/017 Key Takeaways from this Project__en.srt 1.6 KB
03 - Python Functions Deep Dive/33157618-2.Inheritance.ipynb 1.6 KB
03 - Python Functions Deep Dive/33157414-Positional-Arguments.ipynb 1.6 KB
08 - Statistics and Probability/002 Walking through the course Content__en.srt 1.6 KB
13 - Capstone Project 3_ Movie Recommender Systems/003 Understanding the Problem Statement__en.srt 1.6 KB
01 - Python Fundamentals/33157748-Data-Types-and-Type-Casting.ipynb 1.6 KB
06 - Query Analysis/015 Filtering and Grouping Operations__en.srt 1.5 KB
01 - Python Fundamentals/33157890-if-elif-and-else.ipynb 1.5 KB
07 - Data Visualizations/018 Animation with Scatter Maps__en.srt 1.5 KB
04 - Python for Data Science/003 The datetime class__en.srt 1.5 KB
01 - Python Fundamentals/33157902-Break-and-continue.ipynb 1.5 KB
06 - Query Analysis/013 Introduction to Simple Filtering Operations__en.srt 1.5 KB
12 - Capstone Project 2_ Startups Case Study and Analysis/002 Setting up the Environment__en.srt 1.2 KB
04 - Python for Data Science/004 The timedelta class__en.srt 1.2 KB
03 - Python Functions Deep Dive/33157372-Introduction-to-functions.ipynb 1.1 KB
04 - Python for Data Science/33162426-1.Introduction-to-datetime.ipynb 985 bytes
03 - Python Functions Deep Dive/33157472-lambda-functions.ipynb 866 bytes
16 - Outro Section/002 How to Get Your Certificate of Completion.html 468 bytes
0. Websites you may like/[FCS Forum].url 133 bytes
0. Websites you may like/[FreeCourseSite.com].url 127 bytes
0. Websites you may like/[CourseClub.ME].url 122 bytes
0. Websites you may like/[GigaCourse.Com].url 49 bytes

[FreeCourseSite.com] Udemy - Data Science Bootcamp with 5 Data Science Projects

File List

Download Torrent

Related Resources

Copyright Infringement