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[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp
大小 5.86 GB
文件数 262
Info Hash: 730901AC1D1AA5BF7599B4BF2F5712C4795318D3
收录时间 2025-12-22 10:14:02
更新时间 2025-12-22 10:14:02
文件列表 (262)
1. Introduction to Machine Learning + Software/1. Projects Overview.mp4
7.03 MB
1. Introduction to Machine Learning + Software/1. Projects Overview.vtt
2.74 KB
1. Introduction to Machine Learning + Software/2. Project Resources - Mammoth Interactive.html
74 B
1. Introduction to Machine Learning + Software/2.1 Project Resources - Mammoth Interactive.zip.zip
435.11 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4
27.84 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt
7.66 KB
10. Building Apps With Machine Learning/2. Project Code - Mammoth Interactive.html
68 B
10. Building Apps With Machine Learning/2.1 01. Project Code - Mammoth Interactive.zip.zip
4.57 KB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4
40.85 MB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt
13.8 KB
11. Text Summarizer/1. Introduction.mp4
20.18 MB
11. Text Summarizer/1. Introduction.vtt
8.44 KB
11. Text Summarizer/2. Exploring How Model Is Built.mp4
64.88 MB
11. Text Summarizer/2. Exploring How Model Is Built.vtt
17.75 KB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4
46.5 MB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt
12.37 KB
11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4
36.77 MB
11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt
10.22 KB
11. Text Summarizer/5. Testing the Model.mp4
24.47 MB
11. Text Summarizer/5. Testing the Model.vtt
6.75 KB
11. Text Summarizer/6. Text Summarizer Pycharm.html
69 B
11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip
17.37 MB
12. Object Localization/1. Introductions.mp4
15.51 MB
12. Object Localization/1. Introductions.vtt
5.52 KB
12. Object Localization/2. Examining Project Code.mp4
73.51 MB
12. Object Localization/2. Examining Project Code.vtt
21.32 KB
12. Object Localization/3. Testing with a Mobile Device.mp4
34.17 MB
12. Object Localization/3. Testing with a Mobile Device.vtt
10.75 KB
13. Object Recognition/1. Introduction.mp4
15.23 MB
13. Object Recognition/1. Introduction.vtt
4.16 KB
13. Object Recognition/2. Examining Code.mp4
110.63 MB
13. Object Recognition/2. Examining Code.vtt
31.24 KB
13. Object Recognition/3. Testing on Mobile Device.mp4
28.7 MB
13. Object Recognition/3. Testing on Mobile Device.vtt
7.61 KB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4
11.24 MB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.vtt
3.46 KB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4
63.01 MB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt
18.3 KB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4
55.12 MB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt
17.45 KB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4
50.55 MB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt
14.52 KB
14. Introduction to Tensorboard/5. Project Code - Mammoth Interactive.html
68 B
14. Introduction to Tensorboard/5.1 Project Code - Mammoth Interactive.zip.zip
11.36 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4
99.47 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt
25.56 KB
15. Advanced Machine Learning Concepts/2. Project Code - Mammoth Interactive.html
68 B
15. Advanced Machine Learning Concepts/2.1 Project Code - Mammoth Interactive.zip.zip
5.27 KB
16. Advanced MNIST/1. Project Demonstration.mp4
15.26 MB
16. Advanced MNIST/1. Project Demonstration.vtt
4.78 KB
16. Advanced MNIST/10. Load and Display Digit Images.mp4
29.58 MB
16. Advanced MNIST/10. Load and Display Digit Images.vtt
7.73 KB
16. Advanced MNIST/11. Formatting Model Input.mp4
60.9 MB
16. Advanced MNIST/11. Formatting Model Input.vtt
17.19 KB
16. Advanced MNIST/12. Displaying Results and Summary.mp4
51.59 MB
16. Advanced MNIST/12. Displaying Results and Summary.vtt
13.44 KB
16. Advanced MNIST/13. Project Code - Mammoth Interactive.html
68 B
16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip
226.93 MB
16. Advanced MNIST/2. Project Overview.mp4
11.71 MB
16. Advanced MNIST/2. Project Overview.vtt
4.54 KB
16. Advanced MNIST/3. Building Neuron Functions.mp4
31.84 MB
16. Advanced MNIST/3. Building Neuron Functions.vtt
14.65 KB
16. Advanced MNIST/4. Building the Convolutional Layers.mp4
49.24 MB
16. Advanced MNIST/4. Building the Convolutional Layers.vtt
14.92 KB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4
67.65 MB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt
18.2 KB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4
92.58 MB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt
25.3 KB
16. Advanced MNIST/7. Optimizing Saved Graph.mp4
42.35 MB
16. Advanced MNIST/7. Optimizing Saved Graph.vtt
14.11 KB
16. Advanced MNIST/8. Setting up Android Project.mp4
51.81 MB
16. Advanced MNIST/8. Setting up Android Project.vtt
15.69 KB
16. Advanced MNIST/9. Setting Up UI.mp4
50.96 MB
16. Advanced MNIST/9. Setting Up UI.vtt
13.41 KB
17. Advanced CIFAR 100/1. Project Demo.mp4
13.54 MB
17. Advanced CIFAR 100/1. Project Demo.vtt
3.72 KB
17. Advanced CIFAR 100/10. Project Summary.mp4
41.83 MB
17. Advanced CIFAR 100/10. Project Summary.vtt
11.22 KB
17. Advanced CIFAR 100/11. CIFAR 100 Project Files - Mammoth Interactive.html
69 B
17. Advanced CIFAR 100/11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip
297.91 MB
17. Advanced CIFAR 100/2. Project Overview.mp4
11.37 MB
17. Advanced CIFAR 100/2. Project Overview.vtt
3.87 KB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4
38.7 MB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt
12.88 KB
17. Advanced CIFAR 100/4. Building the Model.mp4
42.57 MB
17. Advanced CIFAR 100/4. Building the Model.vtt
13 KB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4
41.11 MB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt
13.13 KB
17. Advanced CIFAR 100/6. Setting up Android Project.mp4
42.89 MB
17. Advanced CIFAR 100/6. Setting up Android Project.vtt
12.94 KB
17. Advanced CIFAR 100/7. Building User Interface.mp4
37.71 MB
17. Advanced CIFAR 100/7. Building User Interface.vtt
9.67 KB
17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4
30.82 MB
17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt
8.22 KB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4
33.25 MB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt
9.12 KB
18. Introduction to iOS/1. Introduction to iOS.mp4
6.48 MB
18. Introduction to iOS/1. Introduction to iOS.vtt
2.83 KB
19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4
23.27 MB
19. Introduction to Xcode/1. Downloading and Installing Xcode.vtt
8.77 KB
19. Introduction to Xcode/2. Exploring XCode's Interface.mp4
49.71 MB
19. Introduction to Xcode/2. Exploring XCode's Interface.vtt
22.08 KB
2. Android Studio/1. Downloading and Installing Android Studio.mp4
27.57 MB
2. Android Studio/1. Downloading and Installing Android Studio.vtt
9.33 KB
2. Android Studio/2. Exploring Interface.mp4
44.88 MB
2. Android Studio/2. Exploring Interface.vtt
16.71 KB
2. Android Studio/3. Setting up an Emulator and Running Project.mp4
27.85 MB
2. Android Studio/3. Setting up an Emulator and Running Project.vtt
9.15 KB
2. Android Studio/4. Code.html
60 B
2. Android Studio/4.1 Code.zip.zip
4.98 KB
20. Coding Crash Course - Swift Programming Language/1. Variables.mp4
29.13 MB
20. Coding Crash Course - Swift Programming Language/1. Variables.vtt
10.51 KB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4
42.92 MB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.vtt
13.84 KB
20. Coding Crash Course - Swift Programming Language/3. Collections.mp4
32.08 MB
20. Coding Crash Course - Swift Programming Language/3. Collections.vtt
11.87 KB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4
37.8 MB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.vtt
12.99 KB
20. Coding Crash Course - Swift Programming Language/5. Functions.mp4
20.3 MB
20. Coding Crash Course - Swift Programming Language/5. Functions.vtt
6.83 KB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4
35.09 MB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.vtt
12.27 KB
21. iOS App Development/1. Building App From Start to Finish.mp4
43.46 MB
21. iOS App Development/1. Building App From Start to Finish.vtt
17.05 KB
21. iOS App Development/2. Project Files - Mammoth Interactive.html
69 B
21. iOS App Development/2.1 Project Files - Mammoth Interactive.zip.zip
36.82 KB
22. Introduction to CoreML/1. Introduction to CoreML.mp4
33.19 MB
22. Introduction to CoreML/1. Introduction to CoreML.vtt
12.3 KB
23. iOS Image Recognition/1. Project Demonstration.mp4
14.17 MB
23. iOS Image Recognition/1. Project Demonstration.vtt
4.04 KB
23. iOS Image Recognition/2. Project Setup.mp4
26.47 MB
23. iOS Image Recognition/2. Project Setup.vtt
9.12 KB
23. iOS Image Recognition/3. Displaying and Resizing Images.mp4
39.29 MB
23. iOS Image Recognition/3. Displaying and Resizing Images.vtt
11.89 KB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4
59.78 MB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.vtt
16.85 KB
23. iOS Image Recognition/5. Project Summary.mp4
32.83 MB
23. iOS Image Recognition/5. Project Summary.vtt
10.27 KB
23. iOS Image Recognition/6. Project Code - Mammoth Interactive.html
68 B
23. iOS Image Recognition/6.1 Project Code - Mammoth Interactive.zip.zip
22.45 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.mp4
14.81 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.vtt
5.75 KB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4
26.18 MB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.vtt
9.42 KB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4
40.31 MB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.vtt
11.42 KB
24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4
16.24 MB
24. iOS Tensorflow Model Importing/4. Testing and Summary.vtt
4.93 KB
24. iOS Tensorflow Model Importing/5. iOS Tensorflow Project Code - Mammoth Interactive.html
68 B
24. iOS Tensorflow Model Importing/5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip
42.98 KB
25. Starting Projects in Pandas/1. Installing Pandas.html
192 B
25. Starting Projects in Pandas/2. Setting up Pandas.mp4
12.76 MB
25. Starting Projects in Pandas/2. Setting up Pandas.vtt
3.16 KB
26. Working With Data Structures/1. Creating a DataFrame.mp4
96.35 MB
26. Working With Data Structures/1. Creating a DataFrame.vtt
27.2 KB
26. Working With Data Structures/2. Sorting and Series.mp4
87.61 MB
26. Working With Data Structures/2. Sorting and Series.vtt
22.63 KB
26. Working With Data Structures/3. Expanding a Dataframe.mp4
86.13 MB
26. Working With Data Structures/3. Expanding a Dataframe.vtt
21.23 KB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4
107.1 MB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.vtt
26.34 KB
27. Manipulating DataFrames/2. Dropping rows and columns.mp4
127.61 MB
27. Manipulating DataFrames/2. Dropping rows and columns.vtt
27.9 KB
28. Reading and Writing Data/1. Reading from CSV.mp4
87.18 MB
28. Reading and Writing Data/1. Reading from CSV.vtt
25.54 KB
28. Reading and Writing Data/2. Writing to CSV.mp4
106.74 MB
28. Reading and Writing Data/2. Writing to CSV.vtt
25.32 KB
29. Analytical Approaches to Data/1. Starting with an analysis.mp4
108.84 MB
29. Analytical Approaches to Data/1. Starting with an analysis.vtt
25.76 KB
29. Analytical Approaches to Data/2. Locating data by labels.mp4
108.81 MB
29. Analytical Approaches to Data/2. Locating data by labels.vtt
25.76 KB
29. Analytical Approaches to Data/3. Statistical description of data.mp4
108.92 MB
29. Analytical Approaches to Data/3. Statistical description of data.vtt
23.58 KB
29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4
117.97 MB
29. Analytical Approaches to Data/4. Histogram plots in pandas.vtt
26.6 KB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4
105.53 MB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.vtt
25.44 KB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4
91.09 MB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.vtt
20.47 KB
29. Analytical Approaches to Data/7. Bonus Lecture Community Newsletter.html
228 B
3. Java/1. Intro to Language Basics.mp4
10.31 MB
3. Java/1. Intro to Language Basics.vtt
3.38 KB
3. Java/10. Parameters and Return Values.mp4
27.08 MB
3. Java/10. Parameters and Return Values.vtt
8.96 KB
3. Java/11. Classes and Objects Intro.mp4
37 MB
3. Java/11. Classes and Objects Intro.vtt
15.83 KB
3. Java/12. Superclass and Subclasses.mp4
41.05 MB
3. Java/12. Superclass and Subclasses.vtt
15.51 KB
3. Java/13. Static Variables and Axis Modifiers.mp4
29 MB
3. Java/13. Static Variables and Axis Modifiers.vtt
9.53 KB
3. Java/2. Variable Types.mp4
41.75 MB
3. Java/2. Variable Types.vtt
18.98 KB
3. Java/3. Operations on Variables.mp4
35.14 MB
3. Java/3. Operations on Variables.vtt
14.25 KB
3. Java/4. Array and Lists.mp4
28.61 MB
3. Java/4. Array and Lists.vtt
12.7 KB
3. Java/5. Array and List Operations.mp4
29.62 MB
3. Java/5. Array and List Operations.vtt
10.75 KB
3. Java/6. If and Switch Statements.mp4
40.37 MB
3. Java/6. If and Switch Statements.vtt
14.71 KB
3. Java/7. While Loops.mp4
26.9 MB
3. Java/7. While Loops.vtt
13.23 KB
3. Java/8. For Loops.mp4
26.34 MB
3. Java/8. For Loops.vtt
11.35 KB
3. Java/9. Functions Intro.mp4
28.55 MB
3. Java/9. Functions Intro.vtt
11.41 KB
4. App Development/1. Intro To Android App Development.mp4
7.37 MB
4. App Development/1. Intro To Android App Development.vtt
2.14 KB
4. App Development/2. Building Basic UI.mp4
56.12 MB
4. App Development/2. Building Basic UI.vtt
16.78 KB
4. App Development/3. Connecting UI to Backend.mp4
24.91 MB
4. App Development/3. Connecting UI to Backend.vtt
7.94 KB
4. App Development/4. Implementing Backend and Tidying UI.mp4
37.82 MB
4. App Development/4. Implementing Backend and Tidying UI.vtt
11.59 KB
5. Machine Learning Concepts/1. Intro to ML.html
2.87 KB
5. Machine Learning Concepts/2. Pycharm Files.html
69 B
5. Machine Learning Concepts/2.1 Pycharm_Files.zip.zip
5.29 KB
6. Pycharm/1. Project Overview.mp4
7.07 MB
6. Pycharm/1. Project Overview.vtt
3.07 KB
6. Pycharm/2. Pycharm Source Files - Mammoth Interactive.html
68 B
6. Pycharm/2.1 Pycharm Source Files - Mammoth Interactive.zip.zip
1.48 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.mp4
26.12 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.vtt
9.78 KB
7. Introduction/2. Exploring Pycharm.mp4
23.24 MB
7. Introduction/2. Exploring Pycharm.vtt
10.56 KB
8. Python Language Basics/1. Introduction to Variables.mp4
34.8 MB
8. Python Language Basics/1. Introduction to Variables.vtt
17.59 KB
8. Python Language Basics/2. Variables Operations and Conversions.mp4
40.53 MB
8. Python Language Basics/2. Variables Operations and Conversions.vtt
16.7 KB
8. Python Language Basics/3. Collection Types.mp4
36.46 MB
8. Python Language Basics/3. Collection Types.vtt
17.71 KB
8. Python Language Basics/4. Collections Operations.mp4
32.06 MB
8. Python Language Basics/4. Collections Operations.vtt
11.37 KB
8. Python Language Basics/5. Control Flow If Statements.mp4
39.91 MB
8. Python Language Basics/5. Control Flow If Statements.vtt
17 KB
8. Python Language Basics/6. While and For Loops.mp4
35.05 MB
8. Python Language Basics/6. While and For Loops.vtt
14.2 KB
8. Python Language Basics/7. Functions.mp4
33.34 MB
8. Python Language Basics/7. Functions.vtt
15.33 KB
8. Python Language Basics/8. Classes and Objects.mp4
43.6 MB
8. Python Language Basics/8. Classes and Objects.vtt
21.2 KB
9. Tensorflow/1. Project Demo.mp4
13.05 MB
9. Tensorflow/1. Project Demo.vtt
3.15 KB
9. Tensorflow/10. Tensorflow Project Files - Mammoth Interactive.html
69 B
9. Tensorflow/10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip
7.04 KB
9. Tensorflow/2. Topics List.mp4
18.25 MB
9. Tensorflow/2. Topics List.vtt
7.9 KB
9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4
15.03 MB
9. Tensorflow/3. Importing Tensorflow to Pycharm.vtt
5.59 KB
9. Tensorflow/4. Constant Nodes and Sessions.mp4
24.11 MB
9. Tensorflow/4. Constant Nodes and Sessions.vtt
11.46 KB
9. Tensorflow/5. Variable Nodes.mp4
38.89 MB
9. Tensorflow/5. Variable Nodes.vtt
13.86 KB
9. Tensorflow/6. Placeholder Nodes.mp4
28.23 MB
9. Tensorflow/6. Placeholder Nodes.vtt
9.29 KB
9. Tensorflow/7. Operation nodes.mp4
50.72 MB
9. Tensorflow/7. Operation nodes.vtt
16.06 KB
9. Tensorflow/8. Loss, Optimizers, and Training.mp4
45.04 MB
9. Tensorflow/8. Loss, Optimizers, and Training.vtt
15.12 KB
9. Tensorflow/9. Building a Linear Regression Model.mp4
77.08 MB
9. Tensorflow/9. Building a Linear Regression Model.vtt
26.28 KB
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126 B
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