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TORRENT DETAILS
Udemy - Build And Train A Data Model To Recognize Objects In Images!
TORRENT SUMMARY
Status:
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Language: English | Size: 2.50 GB | Duration: 8h 25m
Make an image recognition model with TensorFlow & Python predictive modeling, regression analysis & machine learning!
What you'll learn
Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.
Learn TensorFlow and how to build models of linear regression.
Make an image recognition model with CIFAR.
Requirements
Please download PyCharm Community Edition 2017.2.3.
Description
"Well done!!!!!! I found it the BEST source for me out of many to learn how to implement AI project due the facts it starts from the very basics of Python and TensorFlow and assumes no prior knowledge (or almost no prior knowledge) which should not be taken for granted since other courses do so. The instructor is wonderful and explains all the concepts wonderfully! Thank you so much! helped me a lot!"
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 What is Python Artificial Intelligence.mp4
103.7 MB
~Get Your Files Here !/02 - Python Basics/001 Installing Python and PyCharm.mp4
13.5 MB
~Get Your Files Here !/02 - Python Basics/002 How to Use PyCharm.mp4
10.7 MB
~Get Your Files Here !/02 - Python Basics/003 Intro and Variables.mp4
22.1 MB
~Get Your Files Here !/02 - Python Basics/004 Multi-value Variables.mp4
69.5 MB
~Get Your Files Here !/02 - Python Basics/005 Control Flow.mp4
48.7 MB
~Get Your Files Here !/02 - Python Basics/006 Functions.mp4
23.5 MB
~Get Your Files Here !/02 - Python Basics/007 Classes and Wrap Up.mp4
80.9 MB
~Get Your Files Here !/02 - Python Basics/008 ($300 value!) Source Files.html
32 B
~Get Your Files Here !/02 - Python Basics/Python Basics/Classes.py
1.5 KB
~Get Your Files Here !/02 - Python Basics/Python Basics/Control Flow.py
911 B
~Get Your Files Here !/02 - Python Basics/Python Basics/DS_Store
6 KB
~Get Your Files Here !/02 - Python Basics/Python Basics/Functions.py
173 B
~Get Your Files Here !/02 - Python Basics/Python Basics/idea/misc.xml
253 B
~Get Your Files Here !/02 - Python Basics/Python Basics/idea/modules.xml
278 B
~Get Your Files Here !/02 - Python Basics/Python Basics/idea/Python Basics.iml
398 B
~Get Your Files Here !/02 - Python Basics/Python Basics/idea/workspace.xml
16.7 KB
~Get Your Files Here !/02 - Python Basics/Python Basics/Multivalue Variables.py
1.2 KB
~Get Your Files Here !/02 - Python Basics/Python Basics/New File.py
14 B
~Get Your Files Here !/02 - Python Basics/Python Basics/Variables.py
628 B
~Get Your Files Here !/02 - Python Basics/Python Basics/_.DS_Store
4 KB
~Get Your Files Here !/03 - TensorFlow Basics/001 Intro and Set up.mp4
8.6 MB
~Get Your Files Here !/03 - TensorFlow Basics/002 What is TensorFlow.mp4
24.5 MB
~Get Your Files Here !/03 - TensorFlow Basics/003 Update! Importing TensorFlow to PyCharm.mp4
34.4 MB
~Get Your Files Here !/03 - TensorFlow Basics/004 FAQ Help with TensorFlow Installation.html
435 B
~Get Your Files Here !/03 - TensorFlow Basics/005 Constant and Operation Nodes.mp4
27.3 MB
~Get Your Files Here !/03 - TensorFlow Basics/006 Placeholder Nodes.mp4
21.4 MB
~Get Your Files Here !/03 - TensorFlow Basics/007 Variable Nodes.mp4
17.7 MB
~Get Your Files Here !/03 - TensorFlow Basics/008 How to Create Linear Regression Model.mp4
11.4 MB
~Get Your Files Here !/03 - TensorFlow Basics/009 Building Linear Regression Model.mp4
45.1 MB
~Get Your Files Here !/03 - TensorFlow Basics/010 ($300 value!) Source Files.html
38 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/idea/Intro to Tensorflow.iml
398 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/idea/misc.xml
253 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/idea/modules.xml
290 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/idea/workspace.xml
18.4 KB
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Intro to Tensorflow Points
890 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Linear Regression Model.py
949 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Linear Regression Points
718 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Node Types Part 1.py
493 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Node Types Part 2.py
405 B
~Get Your Files Here !/03 - TensorFlow Basics/Tensorflow Basics Code/Node Types Part 3.py
432 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/001 Introduction.mp4
6.9 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/002 Project Overview.mp4
5.9 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/003 Important CIFAR Packages.mp4
21.7 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/004 Displaying Images with PIL.mp4
14.8 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/005 Retrieving CIFAR 10 Data.mp4
19.8 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/006 Installing Matplotlib.html
355 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/007 Playing with CIFAR Images.mp4
18.4 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/008 Building the Model.mp4
29.3 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/009 Building Training Data and Training the Model.mp4
20.4 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/010 Testing the Model.mp4
30.5 MB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/011 ($300 value!) Source Files.html
38 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/idea/misc.xml
253 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/idea/modules.xml
300 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/idea/Simple Image Recognition.iml
398 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/idea/workspace.xml
15.8 KB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/Image_Recognition_Tester.py
609 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/Image_Recognition_Trainer.py
1.8 KB
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/Overview
203 B
~Get Your Files Here !/04 - Image Recognition (CIFAR-10 Project)/Simple Image Recognition/Trained_model.h5
32.1 MB
~Get Your Files Here !/05 - Bootcamp Peek! Machine Learning Neural Networks/001 Introduction to Machine Learning Neural Networks.mp4
14.3 MB
~Get Your Files Here !/05 - Bootcamp Peek! Machine Learning Neural Networks/002 Introduction to Machine Learning.mp4
124.1 MB
~Get Your Files Here !/05 - Bootcamp Peek! Machine Learning Neural Networks/003 Introduction to Neutral Networks.mp4
113.2 MB
~Get Your Files Here !/05 - Bootcamp Peek! Machine Learning Neural Networks/004 Introduction to Convolutions.mp4
125.2 MB
~Get Your Files Here !/06 - Explore the Keras API/001 Introduction to the Keras API.mp4
13.5 MB
~Get Your Files Here !/06 - Explore the Keras API/002 Introduction to TensorFlow and Keras.mp4
86.4 MB
~Get Your Files Here !/06 - Explore the Keras API/003 Understanding Keras Syntax.mp4
96.5 MB
~Get Your Files Here !/06 - Explore the Keras API/004 Introduction to Activation Functions.mp4
124.3 MB
~Get Your Files Here !/07 - Format Datasets and Examine CIFAR-10/001 Introduction to Datasets and CIFAR-10.mp4
13.6 MB
~Get Your Files Here !/07 - Format Datasets and Examine CIFAR-10/002 Exploring CIFAR-10 Dataset.mp4
85.8 MB
~Get Your Files Here !/07 - Format Datasets and Examine CIFAR-10/003 Understanding Specific Data Points.mp4
121.8 MB
~Get Your Files Here !/07 - Format Datasets and Examine CIFAR-10/004 Formatting Input Images.mp4
92 MB
~Get Your Files Here !/08 - Build the Image Classifier Model/001 Introduction to the Image Classifier Model.mp4
16.8 MB
~Get Your Files Here !/08 - Build the Image Classifier Model/002 Building the Model.mp4
109.3 MB
~Get Your Files Here !/08 - Build the Image Classifier Model/003 Compiling and Training the Model.mp4
157.5 MB
~Get Your Files Here !/08 - Build the Image Classifier Model/004 Gradient Descent and Optimizer.mp4
132.3 MB
~Get Your Files Here !/09 - Save and Load Trained Models/001 Introduction to Saving and Loading.mp4
14.1 MB
~Get Your Files Here !/09 - Save and Load Trained Models/002 Saving and Loading Model to H5.mp4
151.5 MB
~Get Your Files Here !/09 - Save and Load Trained Models/003 Saving Model to Protobuf File.mp4
137.8 MB
~Get Your Files Here !/09 - Save and Load Trained Models/004 Bootcamp Summary.mp4
26.2 MB
~Get Your Files Here !/10 - Bonus Sections Source Material/001 Texts Assets Understand Machine Learning Neural Networks.html
28 B
~Get Your Files Here !/10 - Bonus Sections Source Material/002 Texts Assets Explore the Keras API.html
28 B
~Get Your Files Here !/10 - Bonus Sections Source Material/003 Asset Files Format Datasets and Examine CIFAR-10.html
28 B
~Get Your Files Here !/10 - Bonus Sections Source Material/004 Asset Files Build the Image Classifier Model.html
28 B
~Get Your Files Here !/10 - Bonus Sections Source Material/005 Asset Files Save and Load Trained Models.html
28 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/idea/Image_Classifier_Project.iml
398 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/idea/misc.xml
253 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/idea/modules.xml
300 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/idea/workspace.xml
12.7 KB
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/Image_Classifier.py
2.5 KB
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Classifier_Project/Optimizers Text
1.6 KB
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Data_Exploration/idea/Image_Data_Exploration.iml
398 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Data_Exploration/idea/misc.xml
253 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Data_Exploration/idea/modules.xml
296 B
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Data_Exploration/idea/workspace.xml
9.5 KB
~Get Your Files Here !/10 - Bonus Sections Source Material/Image_Data_Exploration/Main.py
1 KB
~Get Your Files Here !/10 - Bonus Sections Source Material/Save_Model_Project/Image_Classifier.h5
32.1 MB
~Get Your Files Here !/10 - Bonus Sections Source Material/Save_Model_Project/Image_Classifier.pb
