FreeCourseSite com Udemy Advanced Machine Learning Data Analysis Projects Bootcamp

FreeCourseSite com Udemy Advanced Machine Learning Data Analysis Projects Bootcamp

Name	[FreeCourseSite.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	15.2 GB
Total Files	264
Hash	0D1D957DA3A668CF33293BD541FFA7381407183D

/1. Introduction to Machine Learning + Software/
1. Projects Overview.mp4	19.1 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	85.1 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	120.1 MB
3. Introduction to Tensorflow Lite.vtt	14.1 KB
/11. Text Summarizer/
1. Introduction.mp4	56.6 MB
1. Introduction.vtt	8.6 KB
2. Exploring How Model Is Built.mp4	203.2 MB
2. Exploring How Model Is Built.vtt	18.2 KB
3. Exploring Training and Summarizing Mechanisms.mp4	142.5 MB
3. Exploring Training and Summarizing Mechanisms.vtt	12.7 KB
4. Exploring Training and Summarizing Code.mp4	111.5 MB
4. Exploring Training and Summarizing Code.vtt	10.5 KB
5. Testing the Model.mp4	75.6 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	45.1 MB
1. Introductions.vtt	5.7 KB
2. Examining Project Code.mp4	230.2 MB
2. Examining Project Code.vtt	21.8 KB
3. Testing with a Mobile Device.mp4	110.7 MB
3. Testing with a Mobile Device.vtt	11.0 KB
/13. Object Recognition/
1. Introduction.mp4	35.2 MB
1. Introduction.vtt	4.3 KB
2. Examining Code.mp4	341.8 MB
2. Examining Code.vtt	32.0 KB
3. Testing on Mobile Device.mp4	97.2 MB
3. Testing on Mobile Device.vtt	7.8 KB
/14. Introduction to Tensorboard/
1. Introduction to Upcoming Projects.mp4	32.6 MB
1. Introduction to Upcoming Projects.vtt	3.5 KB
2. Examining Computational Graph In Tensorboard.mp4	191.6 MB
2. Examining Computational Graph In Tensorboard.vtt	18.7 KB
3. Analyzing Scalars and Histograms.mp4	158.0 MB
3. Analyzing Scalars and Histograms.vtt	17.9 KB
4. Modifying Model Parameters Across Multiple Runs.mp4	154.8 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	310.8 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	48.1 MB
1. Project Demonstration.vtt	4.9 KB
10. Load and Display Digit Images.mp4	89.8 MB
10. Load and Display Digit Images.vtt	7.9 KB
11. Formatting Model Input.mp4	171.7 MB
11. Formatting Model Input.vtt	17.6 KB
12. Displaying Results and Summary.mp4	153.0 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	30.1 MB
2. Project Overview.vtt	4.7 KB
3. Building Neuron Functions.mp4	74.6 MB
3. Building Neuron Functions.vtt	15.0 KB
4. Building the Convolutional Layers.mp4	134.1 MB
4. Building the Convolutional Layers.vtt	15.3 KB
5. Building Dense, Dropout, and Readout Layers.mp4	189.4 MB
5. Building Dense, Dropout, and Readout Layers.vtt	18.6 KB
6. Writing Loss and Optimizer Functions and Training and Testing.mp4	265.1 MB
6. Writing Loss and Optimizer Functions and Training and Testing.vtt	25.9 KB
7. Optimizing Saved Graph.mp4	116.6 MB
7. Optimizing Saved Graph.vtt	14.4 KB
8. Setting up Android Project.mp4	144.1 MB
8. Setting up Android Project.vtt	16.1 KB
9. Setting Up UI.mp4	155.2 MB
9. Setting Up UI.vtt	13.7 KB
/17. Advanced CIFAR 100/
1. Project Demo.mp4	42.6 MB
1. Project Demo.vtt	3.8 KB
10. Project Summary.mp4	124.2 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	30.9 MB
2. Project Overview.vtt	4.0 KB
3. Inputting and Formatting Data.mp4	101.0 MB
3. Inputting and Formatting Data.vtt	13.2 KB
4. Building the Model.mp4	112.7 MB
4. Building the Model.vtt	13.3 KB
5. Training, Testing, and Freezing the Model.mp4	110.5 MB
5. Training, Testing, and Freezing the Model.vtt	13.4 KB
6. Setting up Android Project.mp4	121.7 MB
6. Setting up Android Project.vtt	13.2 KB
7. Building User Interface.mp4	113.8 MB
7. Building User Interface.vtt	9.9 KB
8. Loading and Displaying Images.mp4	90.5 MB
8. Loading and Displaying Images.vtt	8.4 KB
9. Converting Image Data and Running Inference.mp4	91.3 MB
9. Converting Image Data and Running Inference.vtt	9.3 KB
/18. Introduction to iOS/
1. Introduction to iOS.mp4	17.5 MB
1. Introduction to iOS.vtt	2.9 KB
/19. Introduction to Xcode/
1. Downloading and Installing Xcode.mp4	64.4 MB
1. Downloading and Installing Xcode.vtt	9.0 KB
2. Exploring XCode's Interface.mp4	121.3 MB
2. Exploring XCode's Interface.vtt	22.6 KB
/2. Android Studio/
1. Downloading and Installing Android Studio.mp4	80.2 MB
1. Downloading and Installing Android Studio.vtt	9.6 KB
2. Exploring Interface.mp4	121.6 MB
2. Exploring Interface.vtt	17.1 KB
3. Setting up an Emulator and Running Project.mp4	84.0 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	76.4 MB
1. Variables.vtt	10.8 KB
2. Variable Operations.mp4	118.8 MB
2. Variable Operations.vtt	14.2 KB
3. Collections.mp4	85.7 MB
3. Collections.vtt	12.2 KB
4. Control Flow.mp4	95.4 MB
4. Control Flow.vtt	13.3 KB
5. Functions.mp4	53.8 MB
5. Functions.vtt	7.0 KB
6. Classes and Objects.mp4	86.7 MB
6. Classes and Objects.vtt	12.6 KB
/21. iOS App Development/
1. Building App From Start to Finish.mp4	107.8 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	93.3 MB
1. Introduction to CoreML.vtt	12.6 KB
/23. iOS Image Recognition/
1. Project Demonstration.mp4	43.8 MB
1. Project Demonstration.vtt	4.1 KB
2. Project Setup.mp4	73.9 MB
2. Project Setup.vtt	9.3 KB
3. Displaying and Resizing Images.mp4	108.5 MB
3. Displaying and Resizing Images.vtt	12.2 KB
4. Converting Image to Pixel Buffer.mp4	170.2 MB
4. Converting Image to Pixel Buffer.vtt	17.3 KB
5. Project Summary.mp4	94.4 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	23.6 MB
/24. iOS Tensorflow Model Importing/
1. Project Introduction.mp4	39.3 MB
1. Project Introduction.vtt	5.9 KB
2. Converting pb to mlmodel File and Setup.mp4	67.4 MB
2. Converting pb to mlmodel File and Setup.vtt	9.6 KB
3. Running Inference Through Model.mp4	109.7 MB
3. Running Inference Through Model.vtt	11.7 KB
4. Testing and Summary.mp4	47.7 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	39.1 MB
2. Setting up Pandas.vtt	3.2 KB
/26. Working With Data Structures/
1. Creating a DataFrame.mp4	276.9 MB
1. Creating a DataFrame.vtt	27.9 KB
2. Sorting and Series.mp4	254.7 MB
2. Sorting and Series.vtt	23.2 KB
3. Expanding a Dataframe.mp4	249.8 MB
3. Expanding a Dataframe.vtt	21.7 KB
/27. Manipulating DataFrames/
1. Getting Values and dealing with NaN Values.mp4	314.8 MB
1. Getting Values and dealing with NaN Values.vtt	27.0 KB
2. Dropping rows and columns.mp4	376.4 MB
2. Dropping rows and columns.vtt	28.6 KB
/28. Reading and Writing Data/
1. Reading from CSV.mp4	258.2 MB
1. Reading from CSV.vtt	26.2 KB
2. Writing to CSV.mp4	321.6 MB
2. Writing to CSV.vtt	25.9 KB
/29. Analytical Approaches to Data/
1. Starting with an analysis.mp4	328.4 MB
1. Starting with an analysis.vtt	26.4 KB
2. Locating data by labels.mp4	328.4 MB
2. Locating data by labels.vtt	26.4 KB
3. Statistical description of data.mp4	334.3 MB
3. Statistical description of data.vtt	24.1 KB
4. Histogram plots in pandas.mp4	358.7 MB
4. Histogram plots in pandas.vtt	27.2 KB
5. Starting an analysis of all our data.mp4	324.1 MB
5. Starting an analysis of all our data.vtt	26.1 KB
6. Continuing an analysis of all our data.mp4	276.0 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	28.7 MB
1. Intro to Language Basics.vtt	3.5 KB
10. Parameters and Return Values.mp4	73.3 MB
10. Parameters and Return Values.vtt	9.2 KB
11. Classes and Objects Intro.mp4	90.0 MB
11. Classes and Objects Intro.vtt	16.2 KB
12. Superclass and Subclasses.mp4	105.0 MB
12. Superclass and Subclasses.vtt	15.9 KB
13. Static Variables and Axis Modifiers.mp4	80.6 MB
13. Static Variables and Axis Modifiers.vtt	9.8 KB
2. Variable Types.mp4	101.7 MB
2. Variable Types.vtt	19.4 KB
3. Operations on Variables.mp4	89.0 MB
3. Operations on Variables.vtt	14.6 KB
4. Array and Lists.mp4	70.3 MB
4. Array and Lists.vtt	13.0 KB
5. Array and List Operations.mp4	78.0 MB
5. Array and List Operations.vtt	11.0 KB
6. If and Switch Statements.mp4	100.4 MB
6. If and Switch Statements.vtt	15.1 KB
7. While Loops.mp4	60.5 MB
7. While Loops.vtt	13.5 KB
8. For Loops.mp4	62.5 MB
8. For Loops.vtt	11.6 KB
9. Functions Intro.mp4	72.9 MB
9. Functions Intro.vtt	11.7 KB
/4. App Development/
1. Intro To Android App Development.mp4	21.5 MB
1. Intro To Android App Development.vtt	2.2 KB
2. Building Basic UI.mp4	168.5 MB
2. Building Basic UI.vtt	17.2 KB
3. Connecting UI to Backend.mp4	69.8 MB
3. Connecting UI to Backend.vtt	8.1 KB
4. Implementing Backend and Tidying UI.mp4	109.7 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	18.3 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	75.9 MB
1. Downloading and Installing Pycharm and Python.vtt	10.0 KB
2. Exploring Pycharm.mp4	57.7 MB
2. Exploring Pycharm.vtt	10.8 KB
/8. Python Language Basics/
1. Introduction to Variables.mp4	77.4 MB
1. Introduction to Variables.vtt	18.0 KB
2. Variables Operations and Conversions.mp4	98.0 MB
2. Variables Operations and Conversions.vtt	17.1 KB
3. Collection Types.mp4	83.9 MB
3. Collection Types.vtt	18.1 KB
4. Collections Operations.mp4	83.1 MB
4. Collections Operations.vtt	11.6 KB
5. Control Flow If Statements.mp4	96.8 MB
5. Control Flow If Statements.vtt	17.4 KB
6. While and For Loops.mp4	86.6 MB
6. While and For Loops.vtt	14.5 KB
7. Functions.mp4	78.1 MB
7. Functions.vtt	15.7 KB
8. Classes and Objects.mp4	100.2 MB
8. Classes and Objects.vtt	21.7 KB
/9. Tensorflow/
1. Project Demo.mp4	41.8 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	46.1 MB
2. Topics List.vtt	8.1 KB
3. Importing Tensorflow to Pycharm.mp4	40.6 MB
3. Importing Tensorflow to Pycharm.vtt	5.7 KB
4. Constant Nodes and Sessions.mp4	57.4 MB
4. Constant Nodes and Sessions.vtt	11.7 KB
5. Variable Nodes.mp4	103.8 MB
5. Variable Nodes.vtt	14.2 KB
6. Placeholder Nodes.mp4	76.9 MB
6. Placeholder Nodes.vtt	9.5 KB
7. Operation nodes.mp4	139.7 MB
7. Operation nodes.vtt	16.5 KB
8. Loss, Optimizers, and Training.mp4	121.1 MB
8. Loss, Optimizers, and Training.vtt	15.5 KB
9. Building a Linear Regression Model.mp4	203.0 MB
9. Building a Linear Regression Model.vtt	26.9 KB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 264