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[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp
magnet:?xt=urn:btih:730901ac1d1aa5bf7599b4bf2f5712c4795318d3&dn=[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp
磁力链接详情
Hash值:
730901ac1d1aa5bf7599b4bf2f5712c4795318d3
点击数:
120
文件大小:
4.87 GB
文件数量:
115
创建日期:
2020-1-1 20:41
最后访问:
2024-6-24 11:33
访问标签:
FreeCourseLab
com
Udemy
-
Advanced
Machine
Learning
&
Data
Analysis
Projects
Bootcamp
文件列表详情
1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 7.03 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 27.84 MB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 40.85 MB
11. Text Summarizer/1. Introduction.mp4 20.18 MB
11. Text Summarizer/2. Exploring How Model Is Built.mp4 64.88 MB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 46.5 MB
11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 36.77 MB
11. Text Summarizer/5. Testing the Model.mp4 24.47 MB
12. Object Localization/1. Introductions.mp4 15.51 MB
12. Object Localization/2. Examining Project Code.mp4 73.51 MB
12. Object Localization/3. Testing with a Mobile Device.mp4 34.17 MB
13. Object Recognition/1. Introduction.mp4 15.23 MB
13. Object Recognition/2. Examining Code.mp4 110.63 MB
13. Object Recognition/3. Testing on Mobile Device.mp4 28.7 MB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 11.24 MB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4 63.01 MB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 55.12 MB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 50.55 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 99.47 MB
16. Advanced MNIST/1. Project Demonstration.mp4 15.26 MB
16. Advanced MNIST/10. Load and Display Digit Images.mp4 29.58 MB
16. Advanced MNIST/11. Formatting Model Input.mp4 60.9 MB
16. Advanced MNIST/12. Displaying Results and Summary.mp4 51.59 MB
16. Advanced MNIST/2. Project Overview.mp4 11.71 MB
16. Advanced MNIST/3. Building Neuron Functions.mp4 31.84 MB
16. Advanced MNIST/4. Building the Convolutional Layers.mp4 49.24 MB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 67.65 MB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 92.58 MB
16. Advanced MNIST/7. Optimizing Saved Graph.mp4 42.35 MB
16. Advanced MNIST/8. Setting up Android Project.mp4 51.81 MB
16. Advanced MNIST/9. Setting Up UI.mp4 50.96 MB
17. Advanced CIFAR 100/1. Project Demo.mp4 13.54 MB
17. Advanced CIFAR 100/10. Project Summary.mp4 41.83 MB
17. Advanced CIFAR 100/2. Project Overview.mp4 11.37 MB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 38.7 MB
17. Advanced CIFAR 100/4. Building the Model.mp4 42.57 MB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 41.11 MB
17. Advanced CIFAR 100/6. Setting up Android Project.mp4 42.89 MB
17. Advanced CIFAR 100/7. Building User Interface.mp4 37.71 MB
17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 30.82 MB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 33.25 MB
18. Introduction to iOS/1. Introduction to iOS.mp4 6.48 MB
19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 23.27 MB
19. Introduction to Xcode/2. Exploring XCode's Interface.mp4 49.71 MB
2. Android Studio/1. Downloading and Installing Android Studio.mp4 27.57 MB
2. Android Studio/2. Exploring Interface.mp4 44.88 MB
2. Android Studio/3. Setting up an Emulator and Running Project.mp4 27.85 MB
20. Coding Crash Course - Swift Programming Language/1. Variables.mp4 29.13 MB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4 42.92 MB
20. Coding Crash Course - Swift Programming Language/3. Collections.mp4 32.08 MB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4 37.8 MB
20. Coding Crash Course - Swift Programming Language/5. Functions.mp4 20.3 MB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4 35.09 MB
21. iOS App Development/1. Building App From Start to Finish.mp4 43.46 MB
22. Introduction to CoreML/1. Introduction to CoreML.mp4 33.19 MB
23. iOS Image Recognition/1. Project Demonstration.mp4 14.17 MB
23. iOS Image Recognition/2. Project Setup.mp4 26.47 MB
23. iOS Image Recognition/3. Displaying and Resizing Images.mp4 39.29 MB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4 59.78 MB
23. iOS Image Recognition/5. Project Summary.mp4 32.83 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.mp4 14.81 MB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4 26.18 MB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4 40.31 MB
24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4 16.24 MB
25. Starting Projects in Pandas/2. Setting up Pandas.mp4 12.76 MB
26. Working With Data Structures/1. Creating a DataFrame.mp4 96.35 MB
26. Working With Data Structures/2. Sorting and Series.mp4 87.61 MB
26. Working With Data Structures/3. Expanding a Dataframe.mp4 86.13 MB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4 107.1 MB
27. Manipulating DataFrames/2. Dropping rows and columns.mp4 127.61 MB
28. Reading and Writing Data/1. Reading from CSV.mp4 87.18 MB
28. Reading and Writing Data/2. Writing to CSV.mp4 106.74 MB
29. Analytical Approaches to Data/1. Starting with an analysis.mp4 108.84 MB
29. Analytical Approaches to Data/2. Locating data by labels.mp4 108.81 MB
29. Analytical Approaches to Data/3. Statistical description of data.mp4 108.92 MB
29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4 117.97 MB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4 105.53 MB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4 91.09 MB
3. Java/1. Intro to Language Basics.mp4 10.31 MB
3. Java/10. Parameters and Return Values.mp4 27.08 MB
3. Java/11. Classes and Objects Intro.mp4 37 MB
3. Java/12. Superclass and Subclasses.mp4 41.05 MB
3. Java/13. Static Variables and Axis Modifiers.mp4 29 MB
3. Java/2. Variable Types.mp4 41.75 MB
3. Java/3. Operations on Variables.mp4 35.14 MB
3. Java/4. Array and Lists.mp4 28.61 MB
3. Java/5. Array and List Operations.mp4 29.62 MB
3. Java/6. If and Switch Statements.mp4 40.37 MB
3. Java/7. While Loops.mp4 26.9 MB
3. Java/8. For Loops.mp4 26.34 MB
3. Java/9. Functions Intro.mp4 28.55 MB
4. App Development/1. Intro To Android App Development.mp4 7.37 MB
4. App Development/2. Building Basic UI.mp4 56.12 MB
4. App Development/3. Connecting UI to Backend.mp4 24.91 MB
4. App Development/4. Implementing Backend and Tidying UI.mp4 37.82 MB
6. Pycharm/1. Project Overview.mp4 7.07 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.mp4 26.12 MB
7. Introduction/2. Exploring Pycharm.mp4 23.24 MB
8. Python Language Basics/1. Introduction to Variables.mp4 34.8 MB
8. Python Language Basics/2. Variables Operations and Conversions.mp4 40.53 MB
8. Python Language Basics/3. Collection Types.mp4 36.46 MB
8. Python Language Basics/4. Collections Operations.mp4 32.06 MB
8. Python Language Basics/5. Control Flow If Statements.mp4 39.91 MB
8. Python Language Basics/6. While and For Loops.mp4 35.05 MB
8. Python Language Basics/7. Functions.mp4 33.34 MB
8. Python Language Basics/8. Classes and Objects.mp4 43.6 MB
9. Tensorflow/1. Project Demo.mp4 13.05 MB
9. Tensorflow/2. Topics List.mp4 18.25 MB
9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4 15.03 MB
9. Tensorflow/4. Constant Nodes and Sessions.mp4 24.11 MB
9. Tensorflow/5. Variable Nodes.mp4 38.89 MB
9. Tensorflow/6. Placeholder Nodes.mp4 28.23 MB
9. Tensorflow/7. Operation nodes.mp4 50.72 MB
9. Tensorflow/8. Loss, Optimizers, and Training.mp4 45.04 MB
9. Tensorflow/9. Building a Linear Regression Model.mp4 77.08 MB
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