[FreeCourseSite.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

Creation Time	Aug. 25, 2023, 8:22 p.m.
Last Access Time	Feb. 10, 2025, 4:39 p.m.
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Total Files	2910
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11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST.mp4 243.8 MB
8 - Apache Spark Machine Learning on Big Data/74 - Activity Installing Spark Part 2.mp4 196.1 MB
1 - Getting Started/6 - Activity MAC Installing and Using Anaconda Course Materials.mp4 188.8 MB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning.mp4 186.1 MB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning.mp4 182.3 MB
5 - Recommender Systems/50 - Activity Making Movie Recommendations with ItemBased Collaborative Filtering.mp4 181.3 MB
8 - Apache Spark Machine Learning on Big Data/79 - Activity KMeans Clustering in Spark.mp4 178.4 MB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1.mp4 169.9 MB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices.mp4 150.8 MB
2 - Statistics and Probability Refresher and Python Practice/16 - Activity Variation and Standard Deviation.mp4 149.1 MB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn.mp4 149.1 MB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2.mp4 149.0 MB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability.mp4 147.5 MB
11 - Generative Models/109 - Generative Adversarial Networks GANs Playing with some demos.mp4 144.8 MB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie.mp4 140.7 MB
8 - Apache Spark Machine Learning on Big Data/81 - Activity Searching Wikipedia with Spark.mp4 139.4 MB
5 - Recommender Systems/48 - Activity Finding Movie Similarities using Cosine Similarity.mp4 137.0 MB
3 - Predictive Models/26 - Activity Linear Regression.mp4 136.7 MB
9 - Experimental Design ML in the Real World/88 - AB Test Gotchas.mp4 134.5 MB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark.mp4 134.0 MB
1 - Getting Started/5 - Activity WINDOWS Installing and Using Anaconda Course Materials.mp4 127.5 MB
2 - Statistics and Probability Refresher and Python Practice/20 - Activity A Crash Course in matplotlib.mp4 127.3 MB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST.mp4 126.1 MB
4 - Machine Learning with Python/43 - Activity XGBoost.mp4 120.7 MB
10 - Deep Learning and Neural Networks/105 - The Ethics of Deep Learning.mp4 120.5 MB
4 - Machine Learning with Python/40 - Decision Trees Concepts.mp4 119.7 MB
5 - Recommender Systems/46 - UserBased Collaborative Filtering.mp4 119.7 MB
10 - Deep Learning and Neural Networks/101 - Activity Using a RNN for sentiment analysis.mp4 118.8 MB
4 - Machine Learning with Python/33 - Activity Implementing a Spam Classifier with Naive Bayes.mp4 118.4 MB
10 - Deep Learning and Neural Networks/89 - Deep Learning PreRequisites.mp4 118.4 MB
2 - Statistics and Probability Refresher and Python Practice/22 - Activity Covariance and Correlation.mp4 115.1 MB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras.mp4 110.2 MB
6 - More Data Mining and Machine Learning Techniques/55 - Activity PCA Example with the Iris data set.mp4 109.3 MB
2 - Statistics and Probability Refresher and Python Practice/13 - Types of Data Numerical Categorical Ordinal.mp4 106.9 MB
12 - Final Project/113 - Final project review.mp4 106.8 MB
7 - Dealing with RealWorld Data/63 - Data Cleaning and Normalization.mp4 106.5 MB
8 - Apache Spark Machine Learning on Big Data/82 - Activity Using the Spark DataFrame API for MLLib.mp4 106.3 MB
1 - Getting Started/7 - Activity LINUX Installing and Using Anaconda Course Materials.mp4 105.2 MB
10 - Deep Learning and Neural Networks/97 - Activity Using Keras to Predict Political Affiliations.mp4 102.8 MB
6 - More Data Mining and Machine Learning Techniques/56 - Data Warehousing Overview ETL and ELT.mp4 100.7 MB
8 - Apache Spark Machine Learning on Big Data/80 - TF IDF.mp4 96.9 MB
4 - Machine Learning with Python/30 - Supervised vs Unsupervised Learning and TrainTest.mp4 96.4 MB
6 - More Data Mining and Machine Learning Techniques/58 - Activity Reinforcement Learning QLearning with Gym.mp4 94.0 MB
5 - Recommender Systems/49 - Activity Improving the Results of Movie Similarities.mp4 93.9 MB
4 - Machine Learning with Python/41 - Activity Decision Trees Predicting Hiring Decisions.mp4 93.3 MB
3 - Predictive Models/27 - Activity Polynomial Regression.mp4 90.5 MB
10 - Deep Learning and Neural Networks/98 - Convolutional Neural Networks CNNs.mp4 90.3 MB
10 - Deep Learning and Neural Networks/91 - Activity Deep Learning in the Tensorflow Playground.mp4 88.7 MB
7 - Dealing with RealWorld Data/62 - Activity KFold CrossValidation to avoid overfitting.mp4 85.8 MB
10 - Deep Learning and Neural Networks/99 - Activity Using CNNs for handwriting recognition.mp4 84.9 MB
8 - Apache Spark Machine Learning on Big Data/73 - Activity Installing Spark Part 1.mp4 84.0 MB
2 - Statistics and Probability Refresher and Python Practice/25 - Bayes Theorem.mp4 82.9 MB
9 - Experimental Design ML in the Real World/86 - Activity Handson With TTests.mp4 80.6 MB
1 - Getting Started/12 - Introducing the Pandas Library Optional.mp4 74.2 MB
2 - Statistics and Probability Refresher and Python Practice/15 - Activity Using mean median and mode in Python.mp4 70.2 MB
10 - Deep Learning and Neural Networks/90 - The History of Artificial Neural Networks.mp4 68.9 MB
2 - Statistics and Probability Refresher and Python Practice/19 - Activity Percentiles and Moments.mp4 67.5 MB
13 - You made it/114 - More to Explore.mp4 66.9 MB
10 - Deep Learning and Neural Networks/93 - Introducing Tensorflow.mp4 66.6 MB
6 - More Data Mining and Machine Learning Techniques/54 - Dimensionality Reduction Principal Component Analysis PCA.mp4 65.3 MB
4 - Machine Learning with Python/42 - Ensemble Learning.mp4 62.9 MB
1 - Getting Started/1 - Introduction.mp4 59.6 MB
7 - Dealing with RealWorld Data/70 - Binning Transforming Encoding Scaling and Shuffling.mp4 58.4 MB
4 - Machine Learning with Python/45 - Activity Using SVM to cluster people using scikitlearn.mp4 57.1 MB
9 - Experimental Design ML in the Real World/84 - AB Testing Concepts.mp4 55.1 MB
7 - Dealing with RealWorld Data/64 - Activity Cleaning web log data.mp4 52.7 MB
12 - Final Project/112 - Your final project assignment Mammogram Classification.mp4 51.6 MB
5 - Recommender Systems/51 - Exercise Improve the recommenders results.mp4 50.7 MB
10 - Deep Learning and Neural Networks/100 - Recurrent Neural Networks RNNs.mp4 47.4 MB
2 - Statistics and Probability Refresher and Python Practice/18 - Common Data Distributions Normal Binomial Poisson etc.mp4 45.8 MB
3 - Predictive Models/29 - MultiLevel Models.mp4 45.7 MB
1 - Getting Started/8 - Python Basics Part 1 Optional.mp4 45.1 MB
4 - Machine Learning with Python/34 - KMeans Clustering.mp4 43.2 MB
11 - Generative Models/106 - Variational AutoEncoders VAEs how they work.mp4 42.9 MB
10 - Deep Learning and Neural Networks/92 - Deep Learning Details.mp4 42.3 MB
7 - Dealing with RealWorld Data/66 - Activity Detecting outliers.mp4 41.5 MB
11 - Generative Models/111 - Learning More about Deep Learning.mp4 40.5 MB
8 - Apache Spark Machine Learning on Big Data/75 - Spark Introduction.mp4 40.5 MB
7 - Dealing with RealWorld Data/61 - BiasVariance Tradeoff.mp4 39.7 MB
5 - Recommender Systems/47 - ItemBased Collaborative Filtering.mp4 37.4 MB
4 - Machine Learning with Python/35 - Activity Clustering people based on income and age.mp4 36.0 MB
4 - Machine Learning with Python/31 - Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 35.4 MB
8 - Apache Spark Machine Learning on Big Data/76 - Spark and the Resilient Distributed Dataset RDD.mp4 34.3 MB
7 - Dealing with RealWorld Data/68 - Imputation Techniques for Missing Data.mp4 27.2 MB
4 - Machine Learning with Python/44 - Support Vector Machines SVM Overview.mp4 27.1 MB
10 - Deep Learning and Neural Networks/104 - Deep Learning Regularization with Dropout and Early Stopping.mp4 26.7 MB
2 - Statistics and Probability Refresher and Python Practice/14 - Mean Median Mode.mp4 26.7 MB
7 - Dealing with RealWorld Data/69 - Handling Unbalanced Data Oversampling Undersampling and SMOTE.mp4 25.9 MB
2 - Statistics and Probability Refresher and Python Practice/24 - Exercise Solution Conditional Probability of Purchase by Age.mp4 25.5 MB
8 - Apache Spark Machine Learning on Big Data/77 - Introducing MLLib.mp4 24.8 MB
6 - More Data Mining and Machine Learning Techniques/52 - KNearestNeighbors Concepts.mp4 23.8 MB
11 - Generative Models/108 - Generative Adversarial Networks GANs How they work.mp4 23.2 MB
9 - Experimental Design ML in the Real World/85 - TTests and PValues.mp4 22.9 MB
9 - Experimental Design ML in the Real World/83 - Deploying Models to RealTime Systems.mp4 22.8 MB
7 - Dealing with RealWorld Data/67 - Feature Engineering and the Curse of Dimensionality.mp4 22.2 MB
4 - Machine Learning with Python/36 - Measuring Entropy.mp4 21.0 MB
1 - Getting Started/9 - Activity Python Basics Part 2 Optional.mp4 20.6 MB
7 - Dealing with RealWorld Data/65 - Normalizing numerical data.mp4 17.4 MB
1 - Getting Started/2 - Udemy 101 Getting the Most From This Course.mp4 17.4 MB
9 - Experimental Design ML in the Real World/87 - Determining How Long to Run an Experiment.mp4 16.0 MB
4 - Machine Learning with Python/32 - Bayesian Methods Concepts.mp4 15.8 MB
4 - Machine Learning with Python/38 - Activity MAC Installing Graphviz.mp4 15.5 MB
6 - More Data Mining and Machine Learning Techniques/60 - Measuring Classifiers Precision Recall F1 ROC AUC.mp4 15.5 MB
1 - Getting Started/11 - Activity Python Basics Part 4 Optional.mp4 12.4 MB
10 - Deep Learning and Neural Networks/103 - Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.mp4 11.0 MB
2 - Statistics and Probability Refresher and Python Practice/17 - Probability Density Function Probability Mass Function.mp4 10.7 MB
6 - More Data Mining and Machine Learning Techniques/59 - Understanding a Confusion Matrix.mp4 9.4 MB
1 - Getting Started/10 - Activity Python Basics Part 3 Optional.mp4 7.1 MB
4 - Machine Learning with Python/39 - Activity LINUX Installing Graphviz.mp4 3.5 MB
4 - Machine Learning with Python/37 - Activity WINDOWS Installing Graphviz.mp4 1.4 MB
8 - Apache Spark Machine Learning on Big Data/73 - winutils.exe 105.5 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Thai.vtt 80.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Greek.vtt 76.3 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Bulgarian.vtt 70.5 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Ukrainian.vtt 67.9 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Vietnamese.vtt 60.3 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST French.vtt 51.7 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Thai.vtt 51.2 KB
4 - Machine Learning with Python/43 - Activity XGBoost Thai.vtt 51.0 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST German.vtt 50.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Indonesian.vtt 50.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Romanian.vtt 50.5 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Spanish.vtt 50.2 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Portuguese.vtt 50.1 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Thai.vtt 50.1 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Greek.vtt 50.0 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Greek.vtt 49.4 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Hungarian.vtt 49.2 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Polish.vtt 48.8 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Thai.vtt 48.6 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark Thai.vtt 48.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Latvian.vtt 48.4 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Swedish.vtt 48.3 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Italian.vtt 48.1 KB
4 - Machine Learning with Python/43 - Activity XGBoost Greek.vtt 47.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Slovak.vtt 47.5 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Lithuanian.vtt 47.4 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Dutch.vtt 47.4 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST English.vtt 47.4 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Danish.vtt 47.1 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Czech.vtt 47.0 KB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST Thai.vtt 46.9 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Estonian.vtt 46.8 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Finnish.vtt 46.8 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Greek.vtt 46.2 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Bulgarian.vtt 46.1 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark Greek.vtt 45.7 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Bulgarian.vtt 45.0 KB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST Greek.vtt 44.6 KB
11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST Korean.vtt 44.4 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Ukrainian.vtt 44.4 KB
4 - Machine Learning with Python/43 - Activity XGBoost Bulgarian.vtt 44.2 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Ukrainian.vtt 43.2 KB
4 - Machine Learning with Python/43 - Activity XGBoost Ukrainian.vtt 43.0 KB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras Thai.vtt 42.0 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Bulgarian.vtt 41.9 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark Bulgarian.vtt 41.8 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Ukrainian.vtt 41.7 KB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST Bulgarian.vtt 41.1 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark Ukrainian.vtt 40.9 KB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1 Thai.vtt 40.3 KB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras Greek.vtt 40.3 KB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST Ukrainian.vtt 40.0 KB
2 - Statistics and Probability Refresher and Python Practice/20 - Activity A Crash Course in matplotlib Thai.vtt 39.7 KB
10 - Deep Learning and Neural Networks/89 - Deep Learning PreRequisites Thai.vtt 39.0 KB
10 - Deep Learning and Neural Networks/97 - Activity Using Keras to Predict Political Affiliations Thai.vtt 38.9 KB
6 - More Data Mining and Machine Learning Techniques/58 - Activity Reinforcement Learning QLearning with Gym Thai.vtt 38.8 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Vietnamese.vtt 38.7 KB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1 Greek.vtt 38.7 KB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning Thai.vtt 37.9 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Vietnamese.vtt 37.7 KB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2 Thai.vtt 37.7 KB
2 - Statistics and Probability Refresher and Python Practice/19 - Activity Percentiles and Moments Thai.vtt 37.6 KB
6 - More Data Mining and Machine Learning Techniques/58 - Activity Reinforcement Learning QLearning with Gym Greek.vtt 37.5 KB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning Greek.vtt 37.0 KB
2 - Statistics and Probability Refresher and Python Practice/20 - Activity A Crash Course in matplotlib Greek.vtt 36.8 KB
4 - Machine Learning with Python/43 - Activity XGBoost Vietnamese.vtt 36.7 KB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras Bulgarian.vtt 36.7 KB
10 - Deep Learning and Neural Networks/97 - Activity Using Keras to Predict Political Affiliations Greek.vtt 36.7 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark Vietnamese.vtt 36.6 KB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning Thai.vtt 36.5 KB
2 - Statistics and Probability Refresher and Python Practice/19 - Activity Percentiles and Moments Greek.vtt 36.5 KB
10 - Deep Learning and Neural Networks/89 - Deep Learning PreRequisites Greek.vtt 36.4 KB
10 - Deep Learning and Neural Networks/98 - Convolutional Neural Networks CNNs Thai.vtt 36.4 KB
10 - Deep Learning and Neural Networks/90 - The History of Artificial Neural Networks Thai.vtt 36.3 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Vietnamese.vtt 36.2 KB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie Thai.vtt 36.2 KB
10 - Deep Learning and Neural Networks/93 - Introducing Tensorflow Thai.vtt 35.9 KB
10 - Deep Learning and Neural Networks/93 - Introducing Tensorflow Greek.vtt 35.9 KB
11 - Generative Models/110 - Generative Adversarial Networks GANs Handson with Fashion MNIST Vietnamese.vtt 35.6 KB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras Ukrainian.vtt 35.5 KB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2 Greek.vtt 35.4 KB
10 - Deep Learning and Neural Networks/91 - Activity Deep Learning in the Tensorflow Playground Thai.vtt 35.4 KB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning Greek.vtt 35.4 KB
10 - Deep Learning and Neural Networks/98 - Convolutional Neural Networks CNNs Greek.vtt 35.4 KB
10 - Deep Learning and Neural Networks/105 - The Ethics of Deep Learning Thai.vtt 35.3 KB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1 Bulgarian.vtt 35.3 KB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie Greek.vtt 34.9 KB
10 - Deep Learning and Neural Networks/105 - The Ethics of Deep Learning Greek.vtt 34.8 KB
2 - Statistics and Probability Refresher and Python Practice/22 - Activity Covariance and Correlation Thai.vtt 34.8 KB
8 - Apache Spark Machine Learning on Big Data/76 - Spark and the Resilient Distributed Dataset RDD Thai.vtt 34.5 KB
10 - Deep Learning and Neural Networks/100 - Recurrent Neural Networks RNNs Thai.vtt 34.4 KB
6 - More Data Mining and Machine Learning Techniques/58 - Activity Reinforcement Learning QLearning with Gym Bulgarian.vtt 34.4 KB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning Bulgarian.vtt 34.4 KB
1 - Getting Started/5 - Activity WINDOWS Installing and Using Anaconda Course Materials Thai.vtt 34.2 KB
2 - Statistics and Probability Refresher and Python Practice/16 - Activity Variation and Standard Deviation Thai.vtt 34.1 KB
8 - Apache Spark Machine Learning on Big Data/76 - Spark and the Resilient Distributed Dataset RDD Greek.vtt 34.0 KB
3 - Predictive Models/26 - Activity Linear Regression Thai.vtt 34.0 KB
2 - Statistics and Probability Refresher and Python Practice/20 - Activity A Crash Course in matplotlib Bulgarian.vtt 33.9 KB
2 - Statistics and Probability Refresher and Python Practice/19 - Activity Percentiles and Moments Bulgarian.vtt 33.9 KB
10 - Deep Learning and Neural Networks/100 - Recurrent Neural Networks RNNs Greek.vtt 33.9 KB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1 Ukrainian.vtt 33.9 KB
1 - Getting Started/5 - Activity WINDOWS Installing and Using Anaconda Course Materials Greek.vtt 33.7 KB
10 - Deep Learning and Neural Networks/90 - The History of Artificial Neural Networks Greek.vtt 33.7 KB
10 - Deep Learning and Neural Networks/89 - Deep Learning PreRequisites Bulgarian.vtt 33.6 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn French.vtt 33.6 KB
6 - More Data Mining and Machine Learning Techniques/58 - Activity Reinforcement Learning QLearning with Gym Ukrainian.vtt 33.5 KB
2 - Statistics and Probability Refresher and Python Practice/22 - Activity Covariance and Correlation Greek.vtt 33.4 KB
10 - Deep Learning and Neural Networks/97 - Activity Using Keras to Predict Political Affiliations Bulgarian.vtt 33.4 KB
3 - Predictive Models/26 - Activity Linear Regression Greek.vtt 33.4 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Indonesian.vtt 33.0 KB
10 - Deep Learning and Neural Networks/91 - Activity Deep Learning in the Tensorflow Playground Greek.vtt 33.0 KB
12 - Final Project/113 - Final project review Thai.vtt 32.9 KB
2 - Statistics and Probability Refresher and Python Practice/20 - Activity A Crash Course in matplotlib Ukrainian.vtt 32.9 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Portuguese.vtt 32.8 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices French.vtt 32.8 KB
10 - Deep Learning and Neural Networks/93 - Introducing Tensorflow Bulgarian.vtt 32.7 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn German.vtt 32.7 KB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2 Bulgarian.vtt 32.7 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Romanian.vtt 32.7 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Spanish.vtt 32.7 KB
10 - Deep Learning and Neural Networks/97 - Activity Using Keras to Predict Political Affiliations Ukrainian.vtt 32.5 KB
4 - Machine Learning with Python/43 - Activity XGBoost French.vtt 32.5 KB
10 - Deep Learning and Neural Networks/92 - Deep Learning Details Thai.vtt 32.4 KB
10 - Deep Learning and Neural Networks/89 - Deep Learning PreRequisites Ukrainian.vtt 32.4 KB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning Bulgarian.vtt 32.4 KB
1 - Getting Started/6 - Activity MAC Installing and Using Anaconda Course Materials Greek.vtt 32.3 KB
11 - Generative Models/106 - Variational AutoEncoders VAEs how they work Thai.vtt 32.3 KB
2 - Statistics and Probability Refresher and Python Practice/19 - Activity Percentiles and Moments Ukrainian.vtt 32.3 KB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning Ukrainian.vtt 32.3 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Hungarian.vtt 32.3 KB
2 - Statistics and Probability Refresher and Python Practice/16 - Activity Variation and Standard Deviation Greek.vtt 32.2 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices German.vtt 32.2 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Romanian.vtt 32.2 KB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning Ukrainian.vtt 32.2 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Romanian.vtt 32.1 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Polish.vtt 32.1 KB
10 - Deep Learning and Neural Networks/98 - Convolutional Neural Networks CNNs Bulgarian.vtt 32.0 KB
11 - Generative Models/109 - Generative Adversarial Networks GANs Playing with some demos Thai.vtt 31.9 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability French.vtt 31.9 KB
7 - Dealing with RealWorld Data/64 - Activity Cleaning web log data Thai.vtt 31.8 KB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2 Ukrainian.vtt 31.8 KB
10 - Deep Learning and Neural Networks/93 - Introducing Tensorflow Ukrainian.vtt 31.7 KB
4 - Machine Learning with Python/43 - Activity XGBoost Romanian.vtt 31.7 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability German.vtt 31.7 KB
10 - Deep Learning and Neural Networks/105 - The Ethics of Deep Learning Bulgarian.vtt 31.7 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Spanish.vtt 31.6 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Hungarian.vtt 31.6 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Indonesian.vtt 31.6 KB
4 - Machine Learning with Python/43 - Activity XGBoost German.vtt 31.5 KB
1 - Getting Started/5 - Activity WINDOWS Installing and Using Anaconda Course Materials Bulgarian.vtt 31.5 KB
12 - Final Project/113 - Final project review Greek.vtt 31.5 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Latvian.vtt 31.5 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Lithuanian.vtt 31.5 KB
1 - Getting Started/12 - Introducing the Pandas Library Optional Thai.vtt 31.5 KB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark French.vtt 31.5 KB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie Bulgarian.vtt 31.5 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Portuguese.vtt 31.5 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Italian.vtt 31.4 KB
7 - Dealing with RealWorld Data/62 - Activity KFold CrossValidation to avoid overfitting Greek.vtt 31.4 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Indonesian.vtt 31.4 KB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability Hungarian.vtt 31.3 KB
4 - Machine Learning with Python/43 - Activity XGBoost Portuguese.vtt 31.3 KB
10 - Deep Learning and Neural Networks/96 - Activity Introducing Keras Vietnamese.vtt 31.3 KB
7 - Dealing with RealWorld Data/62 - Activity KFold CrossValidation to avoid overfitting Thai.vtt 31.3 KB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices Polish.vtt 31.2 KB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn Danish.vtt 31.2 KB
10 - Deep Learning and Neural Networks/98 - Convolutional Neural Networks CNNs Ukrainian.vtt 31.1 KB
8 - Apache Spark Machine Learning on Big Data/79 - Activity KMeans Clustering in Spark Thai.vtt 31.1 KB
1 - Getting Started/7 - Activity LINUX Installing and Using Anaconda Course Materials Thai.vtt 31.1 KB
1 - Getting Started/5 - Activity WINDOWS Installing and Using Anaconda Course Materials Ukrainian.vtt 31.1 KB
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