FreeCourseLab com Udemy Advanced Machine Learning Data Analysis Projects Bootcamp

FreeCourseLab com Udemy Advanced Machine Learning Data Analysis Projects Bootcamp

Name	[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	6.3 GB
Total Files	262
Hash	730901AC1D1AA5BF7599B4BF2F5712C4795318D3

/1. Introduction to Machine Learning + Software/
1. Projects Overview.mp4	7.4 MB
1. Projects Overview.vtt	2.8 KB
2. Project Resources - Mammoth Interactive.html	0.1 KB
2.1 Project Resources - Mammoth Interactive.zip.zip	456.2 MB
/10. Building Apps With Machine Learning/
1. Introduction - Improving Model Efficiency.mp4	29.2 MB
1. Introduction - Improving Model Efficiency.vtt	7.8 KB
2. Project Code - Mammoth Interactive.html	0.1 KB
2.1 01. Project Code - Mammoth Interactive.zip.zip	4.7 KB
3. Introduction to Tensorflow Lite.mp4	42.8 MB
3. Introduction to Tensorflow Lite.vtt	14.1 KB
/11. Text Summarizer/
1. Introduction.mp4	21.2 MB
1. Introduction.vtt	8.6 KB
2. Exploring How Model Is Built.mp4	68.0 MB
2. Exploring How Model Is Built.vtt	18.2 KB
3. Exploring Training and Summarizing Mechanisms.mp4	48.8 MB
3. Exploring Training and Summarizing Mechanisms.vtt	12.7 KB
4. Exploring Training and Summarizing Code.mp4	38.6 MB
4. Exploring Training and Summarizing Code.vtt	10.5 KB
5. Testing the Model.mp4	25.7 MB
5. Testing the Model.vtt	6.9 KB
6. Text Summarizer Pycharm.html	0.1 KB
6.1 Text_Summarizer_Pycharm.zip.zip	18.2 MB
/12. Object Localization/
1. Introductions.mp4	16.3 MB
1. Introductions.vtt	5.7 KB
2. Examining Project Code.mp4	77.1 MB
2. Examining Project Code.vtt	21.8 KB
3. Testing with a Mobile Device.mp4	35.8 MB
3. Testing with a Mobile Device.vtt	11.0 KB
/13. Object Recognition/
1. Introduction.mp4	16.0 MB
1. Introduction.vtt	4.3 KB
2. Examining Code.mp4	116.0 MB
2. Examining Code.vtt	32.0 KB
3. Testing on Mobile Device.mp4	30.1 MB
3. Testing on Mobile Device.vtt	7.8 KB
/14. Introduction to Tensorboard/
1. Introduction to Upcoming Projects.mp4	11.8 MB
1. Introduction to Upcoming Projects.vtt	3.5 KB
2. Examining Computational Graph In Tensorboard.mp4	66.1 MB
2. Examining Computational Graph In Tensorboard.vtt	18.7 KB
3. Analyzing Scalars and Histograms.mp4	57.8 MB
3. Analyzing Scalars and Histograms.vtt	17.9 KB
4. Modifying Model Parameters Across Multiple Runs.mp4	53.0 MB
4. Modifying Model Parameters Across Multiple Runs.vtt	14.9 KB
5. Project Code - Mammoth Interactive.html	0.1 KB
5.1 Project Code - Mammoth Interactive.zip.zip	11.9 MB
/15. Advanced Machine Learning Concepts/
1. Introduction to Upcoming Projects.mp4	104.3 MB
1. Introduction to Upcoming Projects.vtt	26.2 KB
2. Project Code - Mammoth Interactive.html	0.1 KB
2.1 Project Code - Mammoth Interactive.zip.zip	5.4 KB
/16. Advanced MNIST/
1. Project Demonstration.mp4	16.0 MB
1. Project Demonstration.vtt	4.9 KB
10. Load and Display Digit Images.mp4	31.0 MB
10. Load and Display Digit Images.vtt	7.9 KB
11. Formatting Model Input.mp4	63.9 MB
11. Formatting Model Input.vtt	17.6 KB
12. Displaying Results and Summary.mp4	54.1 MB
12. Displaying Results and Summary.vtt	13.8 KB
13. Project Code - Mammoth Interactive.html	0.1 KB
13.1 Project Code - Mammoth Interactive.zip.zip	238.0 MB
2. Project Overview.mp4	12.3 MB
2. Project Overview.vtt	4.7 KB
3. Building Neuron Functions.mp4	33.4 MB
3. Building Neuron Functions.vtt	15.0 KB
4. Building the Convolutional Layers.mp4	51.6 MB
4. Building the Convolutional Layers.vtt	15.3 KB
5. Building Dense, Dropout, and Readout Layers.mp4	70.9 MB
5. Building Dense, Dropout, and Readout Layers.vtt	18.6 KB
6. Writing Loss and Optimizer Functions and Training and Testing.mp4	97.1 MB
6. Writing Loss and Optimizer Functions and Training and Testing.vtt	25.9 KB
7. Optimizing Saved Graph.mp4	44.4 MB
7. Optimizing Saved Graph.vtt	14.4 KB
8. Setting up Android Project.mp4	54.3 MB
8. Setting up Android Project.vtt	16.1 KB
9. Setting Up UI.mp4	53.4 MB
9. Setting Up UI.vtt	13.7 KB
/17. Advanced CIFAR 100/
1. Project Demo.mp4	14.2 MB
1. Project Demo.vtt	3.8 KB
10. Project Summary.mp4	43.9 MB
10. Project Summary.vtt	11.5 KB
11. CIFAR 100 Project Files - Mammoth Interactive.html	0.1 KB
11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip	312.4 MB
2. Project Overview.mp4	11.9 MB
2. Project Overview.vtt	4.0 KB
3. Inputting and Formatting Data.mp4	40.6 MB
3. Inputting and Formatting Data.vtt	13.2 KB
4. Building the Model.mp4	44.6 MB
4. Building the Model.vtt	13.3 KB
5. Training, Testing, and Freezing the Model.mp4	43.1 MB
5. Training, Testing, and Freezing the Model.vtt	13.4 KB
6. Setting up Android Project.mp4	45.0 MB
6. Setting up Android Project.vtt	13.2 KB
7. Building User Interface.mp4	39.5 MB
7. Building User Interface.vtt	9.9 KB
8. Loading and Displaying Images.mp4	32.3 MB
8. Loading and Displaying Images.vtt	8.4 KB
9. Converting Image Data and Running Inference.mp4	34.9 MB
9. Converting Image Data and Running Inference.vtt	9.3 KB
/18. Introduction to iOS/
1. Introduction to iOS.mp4	6.8 MB
1. Introduction to iOS.vtt	2.9 KB
/19. Introduction to Xcode/
1. Downloading and Installing Xcode.mp4	24.4 MB
1. Downloading and Installing Xcode.vtt	9.0 KB
2. Exploring XCode's Interface.mp4	52.1 MB
2. Exploring XCode's Interface.vtt	22.6 KB
/2. Android Studio/
1. Downloading and Installing Android Studio.mp4	28.9 MB
1. Downloading and Installing Android Studio.vtt	9.6 KB
2. Exploring Interface.mp4	47.1 MB
2. Exploring Interface.vtt	17.1 KB
3. Setting up an Emulator and Running Project.mp4	29.2 MB
3. Setting up an Emulator and Running Project.vtt	9.4 KB
4. Code.html	0.1 KB
4.1 Code.zip.zip	5.1 KB
/20. Coding Crash Course - Swift Programming Language/
1. Variables.mp4	30.5 MB
1. Variables.vtt	10.8 KB
2. Variable Operations.mp4	45.0 MB
2. Variable Operations.vtt	14.2 KB
3. Collections.mp4	33.6 MB
3. Collections.vtt	12.2 KB
4. Control Flow.mp4	39.6 MB
4. Control Flow.vtt	13.3 KB
5. Functions.mp4	21.3 MB
5. Functions.vtt	7.0 KB
6. Classes and Objects.mp4	36.8 MB
6. Classes and Objects.vtt	12.6 KB
/21. iOS App Development/
1. Building App From Start to Finish.mp4	45.6 MB
1. Building App From Start to Finish.vtt	17.5 KB
2. Project Files - Mammoth Interactive.html	0.1 KB
2.1 Project Files - Mammoth Interactive.zip.zip	37.7 KB
/22. Introduction to CoreML/
1. Introduction to CoreML.mp4	34.8 MB
1. Introduction to CoreML.vtt	12.6 KB
/23. iOS Image Recognition/
1. Project Demonstration.mp4	14.9 MB
1. Project Demonstration.vtt	4.1 KB
2. Project Setup.mp4	27.8 MB
2. Project Setup.vtt	9.3 KB
3. Displaying and Resizing Images.mp4	41.2 MB
3. Displaying and Resizing Images.vtt	12.2 KB
4. Converting Image to Pixel Buffer.mp4	62.7 MB
4. Converting Image to Pixel Buffer.vtt	17.3 KB
5. Project Summary.mp4	34.4 MB
5. Project Summary.vtt	10.5 KB
6. Project Code - Mammoth Interactive.html	0.1 KB
6.1 Project Code - Mammoth Interactive.zip.zip	23.5 MB
/24. iOS Tensorflow Model Importing/
1. Project Introduction.mp4	15.5 MB
1. Project Introduction.vtt	5.9 KB
2. Converting pb to mlmodel File and Setup.mp4	27.4 MB
2. Converting pb to mlmodel File and Setup.vtt	9.6 KB
3. Running Inference Through Model.mp4	42.3 MB
3. Running Inference Through Model.vtt	11.7 KB
4. Testing and Summary.mp4	17.0 MB
4. Testing and Summary.vtt	5.1 KB
5. iOS Tensorflow Project Code - Mammoth Interactive.html	0.1 KB
5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip	44.0 KB
/25. Starting Projects in Pandas/
1. Installing Pandas.html	0.2 KB
2. Setting up Pandas.mp4	13.4 MB
2. Setting up Pandas.vtt	3.2 KB
/26. Working With Data Structures/
1. Creating a DataFrame.mp4	101.0 MB
1. Creating a DataFrame.vtt	27.9 KB
2. Sorting and Series.mp4	91.9 MB
2. Sorting and Series.vtt	23.2 KB
3. Expanding a Dataframe.mp4	90.3 MB
3. Expanding a Dataframe.vtt	21.7 KB
/27. Manipulating DataFrames/
1. Getting Values and dealing with NaN Values.mp4	112.3 MB
1. Getting Values and dealing with NaN Values.vtt	27.0 KB
2. Dropping rows and columns.mp4	133.8 MB
2. Dropping rows and columns.vtt	28.6 KB
/28. Reading and Writing Data/
1. Reading from CSV.mp4	91.4 MB
1. Reading from CSV.vtt	26.2 KB
2. Writing to CSV.mp4	111.9 MB
2. Writing to CSV.vtt	25.9 KB
/29. Analytical Approaches to Data/
1. Starting with an analysis.mp4	114.1 MB
1. Starting with an analysis.vtt	26.4 KB
2. Locating data by labels.mp4	114.1 MB
2. Locating data by labels.vtt	26.4 KB
3. Statistical description of data.mp4	114.2 MB
3. Statistical description of data.vtt	24.1 KB
4. Histogram plots in pandas.mp4	123.7 MB
4. Histogram plots in pandas.vtt	27.2 KB
5. Starting an analysis of all our data.mp4	110.7 MB
5. Starting an analysis of all our data.vtt	26.1 KB
6. Continuing an analysis of all our data.mp4	95.5 MB
6. Continuing an analysis of all our data.vtt	21.0 KB
7. Bonus Lecture Community Newsletter.html	0.2 KB
/3. Java/
1. Intro to Language Basics.mp4	10.8 MB
1. Intro to Language Basics.vtt	3.5 KB
10. Parameters and Return Values.mp4	28.4 MB
10. Parameters and Return Values.vtt	9.2 KB
11. Classes and Objects Intro.mp4	38.8 MB
11. Classes and Objects Intro.vtt	16.2 KB
12. Superclass and Subclasses.mp4	43.0 MB
12. Superclass and Subclasses.vtt	15.9 KB
13. Static Variables and Axis Modifiers.mp4	30.4 MB
13. Static Variables and Axis Modifiers.vtt	9.8 KB
2. Variable Types.mp4	43.8 MB
2. Variable Types.vtt	19.4 KB
3. Operations on Variables.mp4	36.8 MB
3. Operations on Variables.vtt	14.6 KB
4. Array and Lists.mp4	30.0 MB
4. Array and Lists.vtt	13.0 KB
5. Array and List Operations.mp4	31.1 MB
5. Array and List Operations.vtt	11.0 KB
6. If and Switch Statements.mp4	42.3 MB
6. If and Switch Statements.vtt	15.1 KB
7. While Loops.mp4	28.2 MB
7. While Loops.vtt	13.5 KB
8. For Loops.mp4	27.6 MB
8. For Loops.vtt	11.6 KB
9. Functions Intro.mp4	29.9 MB
9. Functions Intro.vtt	11.7 KB
/4. App Development/
1. Intro To Android App Development.mp4	7.7 MB
1. Intro To Android App Development.vtt	2.2 KB
2. Building Basic UI.mp4	58.8 MB
2. Building Basic UI.vtt	17.2 KB
3. Connecting UI to Backend.mp4	26.1 MB
3. Connecting UI to Backend.vtt	8.1 KB
4. Implementing Backend and Tidying UI.mp4	39.7 MB
4. Implementing Backend and Tidying UI.vtt	11.9 KB
/5. Machine Learning Concepts/
1. Intro to ML.html	2.9 KB
2. Pycharm Files.html	0.1 KB
2.1 Pycharm_Files.zip.zip	5.4 KB
/6. Pycharm/
1. Project Overview.mp4	7.4 MB
1. Project Overview.vtt	3.1 KB
2. Pycharm Source Files - Mammoth Interactive.html	0.1 KB
2.1 Pycharm Source Files - Mammoth Interactive.zip.zip	1.6 MB
/7. Introduction/
1. Downloading and Installing Pycharm and Python.mp4	27.4 MB
1. Downloading and Installing Pycharm and Python.vtt	10.0 KB
2. Exploring Pycharm.mp4	24.4 MB
2. Exploring Pycharm.vtt	10.8 KB
/8. Python Language Basics/
1. Introduction to Variables.mp4	36.5 MB
1. Introduction to Variables.vtt	18.0 KB
2. Variables Operations and Conversions.mp4	42.5 MB
2. Variables Operations and Conversions.vtt	17.1 KB
3. Collection Types.mp4	38.2 MB
3. Collection Types.vtt	18.1 KB
4. Collections Operations.mp4	33.6 MB
4. Collections Operations.vtt	11.6 KB
5. Control Flow If Statements.mp4	41.9 MB
5. Control Flow If Statements.vtt	17.4 KB
6. While and For Loops.mp4	36.8 MB
6. While and For Loops.vtt	14.5 KB
7. Functions.mp4	35.0 MB
7. Functions.vtt	15.7 KB
8. Classes and Objects.mp4	45.7 MB
8. Classes and Objects.vtt	21.7 KB
/9. Tensorflow/
1. Project Demo.mp4	13.7 MB
1. Project Demo.vtt	3.2 KB
10. Tensorflow Project Files - Mammoth Interactive.html	0.1 KB
10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip	7.2 KB
2. Topics List.mp4	19.1 MB
2. Topics List.vtt	8.1 KB
3. Importing Tensorflow to Pycharm.mp4	15.8 MB
3. Importing Tensorflow to Pycharm.vtt	5.7 KB
4. Constant Nodes and Sessions.mp4	25.3 MB
4. Constant Nodes and Sessions.vtt	11.7 KB
5. Variable Nodes.mp4	40.8 MB
5. Variable Nodes.vtt	14.2 KB
6. Placeholder Nodes.mp4	29.6 MB
6. Placeholder Nodes.vtt	9.5 KB
7. Operation nodes.mp4	53.2 MB
7. Operation nodes.vtt	16.5 KB
8. Loss, Optimizers, and Training.mp4	47.2 MB
8. Loss, Optimizers, and Training.vtt	15.5 KB
9. Building a Linear Regression Model.mp4	80.8 MB
9. Building a Linear Regression Model.vtt	26.9 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 262