[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp

Creation Time	Sept. 7, 2023, 9:46 a.m.
Last Access Time	Nov. 9, 2024, 4:25 a.m.
File Size	5.9 GB
Keywords	Data Bootcamp - Analysis Udemy Machine Projects Learning FreeCourseLab com Advanced
Total Requests	65
Total Files	262
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1. Introduction to Machine Learning + Software/2.1 Project Resources - Mammoth Interactive.zip.zip 435.1 MB
17. Advanced CIFAR 100/11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip 297.9 MB
16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip 226.9 MB
27. Manipulating DataFrames/2. Dropping rows and columns.mp4 127.6 MB
29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4 118.0 MB
13. Object Recognition/2. Examining Code.mp4 110.6 MB
29. Analytical Approaches to Data/3. Statistical description of data.mp4 108.9 MB
29. Analytical Approaches to Data/1. Starting with an analysis.mp4 108.8 MB
29. Analytical Approaches to Data/2. Locating data by labels.mp4 108.8 MB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4 107.1 MB
28. Reading and Writing Data/2. Writing to CSV.mp4 106.7 MB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4 105.5 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 99.5 MB
26. Working With Data Structures/1. Creating a DataFrame.mp4 96.3 MB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 92.6 MB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4 91.1 MB
26. Working With Data Structures/2. Sorting and Series.mp4 87.6 MB
28. Reading and Writing Data/1. Reading from CSV.mp4 87.2 MB
26. Working With Data Structures/3. Expanding a Dataframe.mp4 86.1 MB
9. Tensorflow/9. Building a Linear Regression Model.mp4 77.1 MB
12. Object Localization/2. Examining Project Code.mp4 73.5 MB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 67.7 MB
11. Text Summarizer/2. Exploring How Model Is Built.mp4 64.9 MB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4 63.0 MB
16. Advanced MNIST/11. Formatting Model Input.mp4 60.9 MB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4 59.8 MB
4. App Development/2. Building Basic UI.mp4 56.1 MB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 55.1 MB
16. Advanced MNIST/8. Setting up Android Project.mp4 51.8 MB
16. Advanced MNIST/12. Displaying Results and Summary.mp4 51.6 MB
16. Advanced MNIST/9. Setting Up UI.mp4 51.0 MB
9. Tensorflow/7. Operation nodes.mp4 50.7 MB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 50.5 MB
19. Introduction to Xcode/2. Exploring XCode's Interface.mp4 49.7 MB
16. Advanced MNIST/4. Building the Convolutional Layers.mp4 49.2 MB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 46.5 MB
9. Tensorflow/8. Loss, Optimizers, and Training.mp4 45.0 MB
2. Android Studio/2. Exploring Interface.mp4 44.9 MB
8. Python Language Basics/8. Classes and Objects.mp4 43.6 MB
21. iOS App Development/1. Building App From Start to Finish.mp4 43.5 MB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4 42.9 MB
17. Advanced CIFAR 100/6. Setting up Android Project.mp4 42.9 MB
17. Advanced CIFAR 100/4. Building the Model.mp4 42.6 MB
16. Advanced MNIST/7. Optimizing Saved Graph.mp4 42.4 MB
17. Advanced CIFAR 100/10. Project Summary.mp4 41.8 MB
3. Java/2. Variable Types.mp4 41.7 MB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 41.1 MB
3. Java/12. Superclass and Subclasses.mp4 41.1 MB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 40.8 MB
8. Python Language Basics/2. Variables Operations and Conversions.mp4 40.5 MB
3. Java/6. If and Switch Statements.mp4 40.4 MB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4 40.3 MB
8. Python Language Basics/5. Control Flow If Statements.mp4 39.9 MB
23. iOS Image Recognition/3. Displaying and Resizing Images.mp4 39.3 MB
9. Tensorflow/5. Variable Nodes.mp4 38.9 MB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 38.7 MB
4. App Development/4. Implementing Backend and Tidying UI.mp4 37.8 MB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4 37.8 MB
17. Advanced CIFAR 100/7. Building User Interface.mp4 37.7 MB
3. Java/11. Classes and Objects Intro.mp4 37.0 MB
11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 36.8 MB
8. Python Language Basics/3. Collection Types.mp4 36.5 MB
3. Java/3. Operations on Variables.mp4 35.1 MB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4 35.1 MB
8. Python Language Basics/6. While and For Loops.mp4 35.1 MB
8. Python Language Basics/1. Introduction to Variables.mp4 34.8 MB
12. Object Localization/3. Testing with a Mobile Device.mp4 34.2 MB
8. Python Language Basics/7. Functions.mp4 33.3 MB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 33.3 MB
22. Introduction to CoreML/1. Introduction to CoreML.mp4 33.2 MB
23. iOS Image Recognition/5. Project Summary.mp4 32.8 MB
20. Coding Crash Course - Swift Programming Language/3. Collections.mp4 32.1 MB
8. Python Language Basics/4. Collections Operations.mp4 32.1 MB
16. Advanced MNIST/3. Building Neuron Functions.mp4 31.8 MB
17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 30.8 MB
3. Java/5. Array and List Operations.mp4 29.6 MB
16. Advanced MNIST/10. Load and Display Digit Images.mp4 29.6 MB
20. Coding Crash Course - Swift Programming Language/1. Variables.mp4 29.1 MB
3. Java/13. Static Variables and Axis Modifiers.mp4 29.0 MB
13. Object Recognition/3. Testing on Mobile Device.mp4 28.7 MB
3. Java/4. Array and Lists.mp4 28.6 MB
3. Java/9. Functions Intro.mp4 28.5 MB
9. Tensorflow/6. Placeholder Nodes.mp4 28.2 MB
2. Android Studio/3. Setting up an Emulator and Running Project.mp4 27.8 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 27.8 MB
2. Android Studio/1. Downloading and Installing Android Studio.mp4 27.6 MB
3. Java/10. Parameters and Return Values.mp4 27.1 MB
3. Java/7. While Loops.mp4 26.9 MB
23. iOS Image Recognition/2. Project Setup.mp4 26.5 MB
3. Java/8. For Loops.mp4 26.3 MB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4 26.2 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.mp4 26.1 MB
4. App Development/3. Connecting UI to Backend.mp4 24.9 MB
11. Text Summarizer/5. Testing the Model.mp4 24.5 MB
9. Tensorflow/4. Constant Nodes and Sessions.mp4 24.1 MB
19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 23.3 MB
7. Introduction/2. Exploring Pycharm.mp4 23.2 MB
23. iOS Image Recognition/6.1 Project Code - Mammoth Interactive.zip.zip 22.5 MB
20. Coding Crash Course - Swift Programming Language/5. Functions.mp4 20.3 MB
11. Text Summarizer/1. Introduction.mp4 20.2 MB
9. Tensorflow/2. Topics List.mp4 18.3 MB
11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip 17.4 MB
24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4 16.2 MB
12. Object Localization/1. Introductions.mp4 15.5 MB
16. Advanced MNIST/1. Project Demonstration.mp4 15.3 MB
13. Object Recognition/1. Introduction.mp4 15.2 MB
9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4 15.0 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.mp4 14.8 MB
23. iOS Image Recognition/1. Project Demonstration.mp4 14.2 MB
17. Advanced CIFAR 100/1. Project Demo.mp4 13.5 MB
9. Tensorflow/1. Project Demo.mp4 13.1 MB
25. Starting Projects in Pandas/2. Setting up Pandas.mp4 12.8 MB
16. Advanced MNIST/2. Project Overview.mp4 11.7 MB
17. Advanced CIFAR 100/2. Project Overview.mp4 11.4 MB
14. Introduction to Tensorboard/5.1 Project Code - Mammoth Interactive.zip.zip 11.4 MB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 11.2 MB
3. Java/1. Intro to Language Basics.mp4 10.3 MB
4. App Development/1. Intro To Android App Development.mp4 7.4 MB
6. Pycharm/1. Project Overview.mp4 7.1 MB
1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 7.0 MB
18. Introduction to iOS/1. Introduction to iOS.mp4 6.5 MB
6. Pycharm/2.1 Pycharm Source Files - Mammoth Interactive.zip.zip 1.5 MB
24. iOS Tensorflow Model Importing/5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip 43.0 KB
21. iOS App Development/2.1 Project Files - Mammoth Interactive.zip.zip 36.8 KB
13. Object Recognition/2. Examining Code.vtt 31.2 KB
27. Manipulating DataFrames/2. Dropping rows and columns.vtt 27.9 KB
26. Working With Data Structures/1. Creating a DataFrame.vtt 27.2 KB
29. Analytical Approaches to Data/4. Histogram plots in pandas.vtt 26.6 KB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.vtt 26.3 KB
9. Tensorflow/9. Building a Linear Regression Model.vtt 26.3 KB
29. Analytical Approaches to Data/1. Starting with an analysis.vtt 25.8 KB
29. Analytical Approaches to Data/2. Locating data by labels.vtt 25.8 KB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt 25.6 KB
28. Reading and Writing Data/1. Reading from CSV.vtt 25.5 KB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.vtt 25.4 KB
28. Reading and Writing Data/2. Writing to CSV.vtt 25.3 KB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt 25.3 KB
29. Analytical Approaches to Data/3. Statistical description of data.vtt 23.6 KB
26. Working With Data Structures/2. Sorting and Series.vtt 22.6 KB
19. Introduction to Xcode/2. Exploring XCode's Interface.vtt 22.1 KB
12. Object Localization/2. Examining Project Code.vtt 21.3 KB
26. Working With Data Structures/3. Expanding a Dataframe.vtt 21.2 KB
8. Python Language Basics/8. Classes and Objects.vtt 21.2 KB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.vtt 20.5 KB
3. Java/2. Variable Types.vtt 19.0 KB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt 18.3 KB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt 18.2 KB
11. Text Summarizer/2. Exploring How Model Is Built.vtt 17.7 KB
8. Python Language Basics/3. Collection Types.vtt 17.7 KB
8. Python Language Basics/1. Introduction to Variables.vtt 17.6 KB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt 17.5 KB
16. Advanced MNIST/11. Formatting Model Input.vtt 17.2 KB
21. iOS App Development/1. Building App From Start to Finish.vtt 17.0 KB
8. Python Language Basics/5. Control Flow If Statements.vtt 17.0 KB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.vtt 16.9 KB
4. App Development/2. Building Basic UI.vtt 16.8 KB
2. Android Studio/2. Exploring Interface.vtt 16.7 KB
8. Python Language Basics/2. Variables Operations and Conversions.vtt 16.7 KB
9. Tensorflow/7. Operation nodes.vtt 16.1 KB
3. Java/11. Classes and Objects Intro.vtt 15.8 KB
16. Advanced MNIST/8. Setting up Android Project.vtt 15.7 KB
3. Java/12. Superclass and Subclasses.vtt 15.5 KB
8. Python Language Basics/7. Functions.vtt 15.3 KB
9. Tensorflow/8. Loss, Optimizers, and Training.vtt 15.1 KB
16. Advanced MNIST/4. Building the Convolutional Layers.vtt 14.9 KB
3. Java/6. If and Switch Statements.vtt 14.7 KB
16. Advanced MNIST/3. Building Neuron Functions.vtt 14.7 KB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt 14.5 KB
3. Java/3. Operations on Variables.vtt 14.3 KB
8. Python Language Basics/6. While and For Loops.vtt 14.2 KB
16. Advanced MNIST/7. Optimizing Saved Graph.vtt 14.1 KB
9. Tensorflow/5. Variable Nodes.vtt 13.9 KB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.vtt 13.8 KB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt 13.8 KB
16. Advanced MNIST/12. Displaying Results and Summary.vtt 13.4 KB
16. Advanced MNIST/9. Setting Up UI.vtt 13.4 KB
3. Java/7. While Loops.vtt 13.2 KB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt 13.1 KB
17. Advanced CIFAR 100/4. Building the Model.vtt 13.0 KB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.vtt 13.0 KB
17. Advanced CIFAR 100/6. Setting up Android Project.vtt 12.9 KB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt 12.9 KB
3. Java/4. Array and Lists.vtt 12.7 KB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt 12.4 KB
22. Introduction to CoreML/1. Introduction to CoreML.vtt 12.3 KB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.vtt 12.3 KB
23. iOS Image Recognition/3. Displaying and Resizing Images.vtt 11.9 KB
20. Coding Crash Course - Swift Programming Language/3. Collections.vtt 11.9 KB
4. App Development/4. Implementing Backend and Tidying UI.vtt 11.6 KB
9. Tensorflow/4. Constant Nodes and Sessions.vtt 11.5 KB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.vtt 11.4 KB
3. Java/9. Functions Intro.vtt 11.4 KB
8. Python Language Basics/4. Collections Operations.vtt 11.4 KB
3. Java/8. For Loops.vtt 11.4 KB
17. Advanced CIFAR 100/10. Project Summary.vtt 11.2 KB
12. Object Localization/3. Testing with a Mobile Device.vtt 10.7 KB
3. Java/5. Array and List Operations.vtt 10.7 KB
7. Introduction/2. Exploring Pycharm.vtt 10.6 KB
20. Coding Crash Course - Swift Programming Language/1. Variables.vtt 10.5 KB
23. iOS Image Recognition/5. Project Summary.vtt 10.3 KB
11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt 10.2 KB
7. Introduction/1. Downloading and Installing Pycharm and Python.vtt 9.8 KB
17. Advanced CIFAR 100/7. Building User Interface.vtt 9.7 KB
3. Java/13. Static Variables and Axis Modifiers.vtt 9.5 KB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.vtt 9.4 KB
2. Android Studio/1. Downloading and Installing Android Studio.vtt 9.3 KB
9. Tensorflow/6. Placeholder Nodes.vtt 9.3 KB
2. Android Studio/3. Setting up an Emulator and Running Project.vtt 9.2 KB
23. iOS Image Recognition/2. Project Setup.vtt 9.1 KB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt 9.1 KB
3. Java/10. Parameters and Return Values.vtt 9.0 KB
19. Introduction to Xcode/1. Downloading and Installing Xcode.vtt 8.8 KB
11. Text Summarizer/1. Introduction.vtt 8.4 KB
17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt 8.2 KB
4. App Development/3. Connecting UI to Backend.vtt 7.9 KB
9. Tensorflow/2. Topics List.vtt 7.9 KB
16. Advanced MNIST/10. Load and Display Digit Images.vtt 7.7 KB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt 7.7 KB
13. Object Recognition/3. Testing on Mobile Device.vtt 7.6 KB
9. Tensorflow/10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip 7.0 KB
20. Coding Crash Course - Swift Programming Language/5. Functions.vtt 6.8 KB
11. Text Summarizer/5. Testing the Model.vtt 6.8 KB
24. iOS Tensorflow Model Importing/1. Project Introduction.vtt 5.8 KB
9. Tensorflow/3. Importing Tensorflow to Pycharm.vtt 5.6 KB
12. Object Localization/1. Introductions.vtt 5.5 KB
5. Machine Learning Concepts/2.1 Pycharm_Files.zip.zip 5.3 KB
15. Advanced Machine Learning Concepts/2.1 Project Code - Mammoth Interactive.zip.zip 5.3 KB
2. Android Studio/4.1 Code.zip.zip 5.0 KB
24. iOS Tensorflow Model Importing/4. Testing and Summary.vtt 4.9 KB
16. Advanced MNIST/1. Project Demonstration.vtt 4.8 KB
10. Building Apps With Machine Learning/2.1 01. Project Code - Mammoth Interactive.zip.zip 4.6 KB
16. Advanced MNIST/2. Project Overview.vtt 4.5 KB
13. Object Recognition/1. Introduction.vtt 4.2 KB
23. iOS Image Recognition/1. Project Demonstration.vtt 4.0 KB
17. Advanced CIFAR 100/2. Project Overview.vtt 3.9 KB
17. Advanced CIFAR 100/1. Project Demo.vtt 3.7 KB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.vtt 3.5 KB
3. Java/1. Intro to Language Basics.vtt 3.4 KB
25. Starting Projects in Pandas/2. Setting up Pandas.vtt 3.2 KB
9. Tensorflow/1. Project Demo.vtt 3.2 KB
6. Pycharm/1. Project Overview.vtt 3.1 KB
5. Machine Learning Concepts/1. Intro to ML.html 2.9 KB
18. Introduction to iOS/1. Introduction to iOS.vtt 2.8 KB
1. Introduction to Machine Learning + Software/1. Projects Overview.vtt 2.7 KB
4. App Development/1. Intro To Android App Development.vtt 2.1 KB
29. Analytical Approaches to Data/7. Bonus Lecture Community Newsletter.html 228 bytes
25. Starting Projects in Pandas/1. Installing Pandas.html 192 bytes
[FreeCourseLab.com].url 126 bytes
1. Introduction to Machine Learning + Software/2. Project Resources - Mammoth Interactive.html 74 bytes
11. Text Summarizer/6. Text Summarizer Pycharm.html 69 bytes
17. Advanced CIFAR 100/11. CIFAR 100 Project Files - Mammoth Interactive.html 69 bytes
21. iOS App Development/2. Project Files - Mammoth Interactive.html 69 bytes
5. Machine Learning Concepts/2. Pycharm Files.html 69 bytes
9. Tensorflow/10. Tensorflow Project Files - Mammoth Interactive.html 69 bytes
10. Building Apps With Machine Learning/2. Project Code - Mammoth Interactive.html 68 bytes
14. Introduction to Tensorboard/5. Project Code - Mammoth Interactive.html 68 bytes
15. Advanced Machine Learning Concepts/2. Project Code - Mammoth Interactive.html 68 bytes
16. Advanced MNIST/13. Project Code - Mammoth Interactive.html 68 bytes
23. iOS Image Recognition/6. Project Code - Mammoth Interactive.html 68 bytes
24. iOS Tensorflow Model Importing/5. iOS Tensorflow Project Code - Mammoth Interactive.html 68 bytes
6. Pycharm/2. Pycharm Source Files - Mammoth Interactive.html 68 bytes
2. Android Studio/4. Code.html 60 bytes

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