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TORRENT DETAILS
[ TutGee.com ] Udemy - The Deep Learning Masterclass - Classify Images With Keras
TORRENT SUMMARY
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Language: English | Size: 2.77 GB | Duration: 5h 48m
Build models with Python, TensorFlow, PyCharm, API & CIFAR-10. Learn machine learning, neural networks, & convolutions!
What you'll learn
Use PyCharm and run Python files and programs on the interface
Brush up on the fundamentals and fix bad coding habits in the #1 Python programming language
Understand and use machine learning and neural networks with core concepts and examples
Get a solid grasp of using convolutions
Learn to use the Keras API and Syntax
Get to know TensorFlow, the open source machine learning framework for everyone
Explore the CIFAR-10 image dataset
Build an image classifier model from scratch
Classify images by training a model
Get all source files for your quick reference
And much more!
Requirements
No experience required!
We will show you how to get PyCharm, Python, Keras and TensorFlow
This course was recorded on a Mac, but you can use a PC.
Description
"Very clear and babysteps-wise so far." The Deep Learning Masterclass: Make a Keras Image Classifier Welcome to this epic masterclass on Keras (and so much more) with our #1 data scientist and app developer Nimish Narang, creator of over 20 Mammoth Interactive courses and a top-seller on Udemy.This course was funded by a wildly successful KickstarterAnyone can take this course. No experience is required. If you already have experience using PyCharm and running Python files and programs on the interface, you can simply skip ahead to whatever section best suits your needs. Or, you can follow the progression of this meticulously curated course especially designed to take any absolute beginner off the street and make them a data modeler.This course is divided into days, but of course you can learn at your own pace. In Day 2 we teach you all the fundamentals of the Python programming language. If you already have experience coding in this popular language, brushing up on the fundamentals and fixing bad coding habits is a great exercise. If you are a beginner this section ensures you don't get lost with the rest of the crowd.At Day 3 we dive into machine learning and neural networks. You also get an introduction to convolutions. These are hot topics that are in high demand in the market. If you can use this new technology to your advantage you are pretty much guaranteed a job! Everyone is desperate for employees with these skills.In Day 4 we go headfirst into Keras and understanding the API and Syntax. You also get to know TensorFlow, the open source machine learning framework for everyone.At Day 5 we explore the CIFAR-10 image dataset. Then we are ready to build our very own image classifier model from scratch. You will learn how to classify images by training a model. We're going to have a lot of fun, and you'll have complete projects to put on your resume immediately. Join now in this NEW Mammoth Interactive bootcamp course!
Overview
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/1 - Bootcamp Introduction English.vtt
7.6 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/1 - Bootcamp Introduction.mp4
31.2 MB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/2 - Introduction to PyCharm English.vtt
5 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/2 - Introduction to PyCharm.mp4
14 MB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/3 - Downloading and Installing English.vtt
13.4 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/3 - Downloading and Installing.mp4
85.7 MB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/4 - Exploring PyCharm Interface English.vtt
11.9 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/4 - Exploring PyCharm Interface.mp4
36.9 MB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/5 - Add and Run Python Files English.vtt
10 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/5 - Add and Run Python Files.mp4
29.9 MB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/6 - Building and Running a Simple Program English.vtt
14.2 KB
~Get Your Files Here !/1 - DAY 1 Learn to Use PyCharm/6 - Building and Running a Simple Program.mp4
47.3 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/10 - Tuples and Lists English.vtt
16.2 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/10 - Tuples and Lists.mp4
82.1 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/11 - Dictionaries English.vtt
8.5 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/11 - Dictionaries.mp4
49 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/12 - If Statements English.vtt
13.2 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/12 - If Statements.mp4
56.1 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/13 - While Loops and For In Loops English.vtt
14.4 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/13 - While Loops and For In Loops.mp4
77 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/14 - Function Implementation and Execution English.vtt
13.7 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/14 - Function Implementation and Execution.mp4
53 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/15 - Parameter and Return Values English.vtt
10.2 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/15 - Parameter and Return Values.mp4
51.8 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/16 - Introduction to Classes and Objects English.vtt
16.9 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/16 - Introduction to Classes and Objects.mp4
65.2 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/17 - Subclasses and Superclasses English.vtt
17.1 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/17 - Subclasses and Superclasses.mp4
90.7 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/18 - Summary and Outro English.vtt
4.5 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/18 - Summary and Outro.mp4
27.2 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/7 - Introduction to Python Language Basics English.vtt
6.9 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/7 - Introduction to Python Language Basics.mp4
23.3 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/8 - Variables Syntax and Basic Types English.vtt
12 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/8 - Variables Syntax and Basic Types.mp4
40.2 MB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/9 - Variable Operations English.vtt
12.9 KB
~Get Your Files Here !/2 - DAY 2 Learn Python Language Basics/9 - Variable Operations.mp4
59.9 MB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/19 - Introduction to Machine Learning Neural Networks English.vtt
2.4 KB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/19 - Introduction to Machine Learning Neural Networks.mp4
5.5 MB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/20 - Introduction to Machine Learning English.vtt
16.3 KB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/20 - Introduction to Machine Learning.mp4
150.7 MB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/21 - Introduction to Neutral Networks English.vtt
14.4 KB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/21 - Introduction to Neutral Networks.mp4
106.5 MB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/22 - Introduction to Convolutions English.vtt
19.7 KB
~Get Your Files Here !/3 - DAY 3 Understand Machine Learning Neural Networks/22 - Introduction to Convolutions.mp4
154.4 MB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/23 - Introduction to the Keras API English.vtt
2 KB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/23 - Introduction to the Keras API.mp4
4.6 MB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/24 - Introduction to TensorFlow and Keras English.vtt
12.8 KB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/24 - Introduction to TensorFlow and Keras.mp4
76.8 MB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/25 - Understanding Keras Syntax English.vtt
28 KB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/25 - Understanding Keras Syntax.mp4
101.6 MB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/26 - Introduction to Activation Functions English.vtt
18.1 KB
~Get Your Files Here !/4 - DAY 4 Explore the Keras API/26 - Introduction to Activation Functions.mp4
150 MB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/27 - Introduction to Datasets and CIFAR English.vtt
2 KB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/27 - Introduction to Datasets and CIFAR10.mp4
4.6 MB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/28 - Exploring CIFAR English.vtt
10.8 KB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/28 - Exploring CIFAR10 Dataset.mp4
75.4 MB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/29 - Understanding Specific Data Points English.vtt
24.2 KB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/29 - Understanding Specific Data Points.mp4
138.5 MB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/30 - Formatting Input Images English.vtt
16 KB
~Get Your Files Here !/5 - DAY 5 Format Datasets and Examine CIFAR10/30 - Formatting Input Images.mp4
83.5 MB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/31 - Introduction to the Image Classifier Model English.vtt
2.9 KB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/31 - Introduction to the Image Classifier Model.mp4
7.8 MB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/32 - Building the Model English.vtt
26.1 KB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/32 - Building the Model.mp4
120.5 MB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/33 - Compiling and Training the Model English.vtt
16.6 KB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/33 - Compiling and Training the Model.mp4
148.7 MB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/34 - Gradient Descent and Optimizer English.vtt
20 KB
~Get Your Files Here !/6 - DAY 6 Build the Image Classifier Model/34 - Gradient Descent and Optimizer.mp4
159.5 MB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/35 - Introduction to Saving and Loading English.vtt
2.6 KB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/35 - Introduction to Saving and Loading.mp4
5.1 MB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/36 - Saving and Loading Model to H5 English.vtt
20.9 KB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/36 - Saving and Loading Model to H5.mp4
194.2 MB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/37 - Saving Model to Protobuf File English.vtt
23.4 KB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/37 - Saving Model to Protobuf File.mp4
161.3 MB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/38 - Bootcamp Summary English.vtt
7.1 KB
~Get Your Files Here !/7 - DAY 7 Save and Load Trained Models/38 - Bootcamp Summary.mp4
16.7 MB
~Get Your Files Here !/8 - Source Material/39 - Source Code Learn Python Language Basics.html
29 B
~Get Your Files Here !/8 - Source Material/40 - Texts Assets Understand Machine Learning Neural Networks.html
46 B
~Get Your Files Here !/8 - Source Material/41 - Texts Assets Explore the Keras API.html
31 B
~Get Your Files Here !/8 - Source Material/42 - Asset Files Format Datasets and Examine CIFAR10.html
36 B
~Get Your Files Here !/8 - Source Material/43 - Asset Files Build the Image Classifier Model.html
31 B
~Get Your Files Here !/8 - Source Material/44 - Asset Files Save and Load Trained Models.html
31 B
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/idea/Image_Classifier_Project.iml
398 B
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/idea/misc.xml
253 B
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/idea/modules.xml
300 B
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/idea/workspace.xml
12.7 KB
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/Image_Classifier.py
2.5 KB
~Get Your Files Here !/8 - Source Material/Image_Classifier_Project/Optimizers Text
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~Get Your Files Here !/8 - Source Material/Image_Data_Exploration/idea/Image_Data_Exploration.iml
398 B
~Get Your Files Here !/8 - Source Material/Image_Data_Exploration/idea/misc.xml
253 B
~Get Your Files Here !/8 - Source Material/Image_Data_Exploration/idea/modules.xml
296 B
~Get Your Files Here !/8 - Source Material/Image_Data_Exploration/idea/workspace.xml
9.5 KB
~Get Your Files Here !/8 - Source Material/Image_Data_Exploration/Main.py
1 KB
~Get Your Files Here !/8 - Source Material/Intro_to_Python/Main.py
0 B
~Get Your Files Here !/8 - Source Material/Intro_to_Python/Text Files/Classes And Objects Text
900 B
~Get Your Files Here !/8 - Source Material/Intro_to_Python/Text Files/Collections Text
914 B
~Get Your Files Here !/8 - Source Material/Intro_to_Python/Text Files/Control Flow Text
668 B
~Get Your Files Here !/8 - Source Material/Intro_to_Python/Text Files/Functions Text
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