[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide

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freecoursesite udemy deep learning using keras complete compact dummies guide

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Files (81)

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide

81 files • 5.49 GB

01 Course Introduction and Table of Contents

1 files • 255.18 MB

17 Step 2 and 3 EDA and Data Preparation

2 files • 270.18 MB

001 Step 2 and 3 EDA and Data Preparation - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/17 Step 2 and 3 EDA and Data Preparation/001 Step 2 and 3 EDA and Data Preparation - Part 1.mp4

149.77 MB

002 Step 2 and 3 EDA and Data Preparation - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/17 Step 2 and 3 EDA and Data Preparation/002 Step 2 and 3 EDA and Data Preparation - Part 2.mp4

120.41 MB

52 Hyper Parameter Tuning

2 files • 223.6 MB

002 Hyper Parameter Tuning - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/52 Hyper Parameter Tuning/002 Hyper Parameter Tuning - Part 2.mp4

125.61 MB

001 Hyper Parameter Tuning - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/52 Hyper Parameter Tuning/001 Hyper Parameter Tuning - Part 1.mp4

97.98 MB

40 CNN Basics

1 files • 125.52 MB

19 Step 5 and 6 Compile and Fit Model

1 files • 110.25 MB

45 Flowers Classification CNN - Training and Visualization

1 files • 106.53 MB

56 VGG16 Transfer Learning Training Flowers Dataset

2 files • 182.98 MB

002 VGG16 Transfer Learning Training Flowers Dataset - part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/56 VGG16 Transfer Learning Training Flowers Dataset/002 VGG16 Transfer Learning Training Flowers Dataset - part 2.mp4

106.31 MB

001 VGG16 Transfer Learning Training Flowers Dataset - part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/56 VGG16 Transfer Learning Training Flowers Dataset/001 VGG16 Transfer Learning Training Flowers Dataset - part 1.mp4

76.67 MB

38 Keras Directory Image Augmentation

1 files • 105.63 MB

37 Keras Single Image Augmentation

2 files • 199.07 MB

001 Keras Single Image Augmentation - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/37 Keras Single Image Augmentation/001 Keras Single Image Augmentation - Part 1.mp4

104.04 MB

002 Keras Single Image Augmentation - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/37 Keras Single Image Augmentation/002 Keras Single Image Augmentation - Part 2.mp4

95.03 MB

30 Step 2 - EDA and Data Visualization

1 files • 101.08 MB

54 VGG16 and VGG19 prediction

2 files • 147.23 MB

001 VGG16 and VGG19 prediction - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/54 VGG16 and VGG19 prediction/001 VGG16 and VGG19 prediction - Part 1.mp4

100.73 MB

002 VGG16 and VGG19 prediction - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/54 VGG16 and VGG19 prediction/002 VGG16 and VGG19 prediction - Part 2.mp4

46.51 MB

16 King County House Sales Regression Model - Step 1 Fetch and Load Dataset

1 files • 99.73 MB

39 Keras Data Frame Augmentation

1 files • 99.1 MB

41 Stride Padding and Flattening Concepts of CNN

1 files • 96.13 MB

53 Transfer Learning using Pretrained Models - VGG Introduction

1 files • 95.91 MB

55 ResNet50 Prediction

1 files • 94.23 MB

42 Flowers CNN Image Classification Model - Fetch Load and Prepare Data

1 files • 92.3 MB

15 Popular Neural Network Types

1 files • 89.15 MB

44 Flowers Classification CNN - Defining the Model

3 files • 179.4 MB

002 Flowers Classification CNN - Defining the Model - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/44 Flowers Classification CNN - Defining the Model/002 Flowers Classification CNN - Defining the Model - Part 2.mp4

89.03 MB

001 Flowers Classification CNN - Defining the Model - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/44 Flowers Classification CNN - Defining the Model/001 Flowers Classification CNN - Defining the Model - Part 1.mp4

53.57 MB

003 Flowers Classification CNN - Defining the Model - Part 3.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/44 Flowers Classification CNN - Defining the Model/003 Flowers Classification CNN - Defining the Model - Part 3.mp4

36.79 MB

14 Popular Optimizers

1 files • 88.35 MB

03 Introduction to Deep learning and Neural Networks

1 files • 87.53 MB

13 Popular Types of Loss Functions

1 files • 86.75 MB

23 Step 1 - Fetch and Load Data

1 files • 85.89 MB

04 Setting up Computer - Installing Anaconda

1 files • 85.57 MB

35 Digital Image Basics

1 files • 83.91 MB

20 Step 7 Visualize Training and Metrics

1 files • 83.53 MB

50 Flowers Classification CNN - Padding and Filter Optimization

1 files • 82.87 MB

12 Popular Types of Activation Functions

1 files • 79.19 MB

32 Step 4 - Compile Fit and Plot the Model

1 files • 78.17 MB

24 Step 2 and 3 - EDA and Data Preparation

2 files • 145.3 MB

002 Step 2 and 3 - EDA and Data Preparation - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/24 Step 2 and 3 - EDA and Data Preparation/002 Step 2 and 3 - EDA and Data Preparation - Part 2.mp4

76.19 MB

001 Step 2 and 3 - EDA and Data Preparation - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/24 Step 2 and 3 - EDA and Data Preparation/001 Step 2 and 3 - EDA and Data Preparation - Part 1.mp4

69.1 MB

26 Step 5 - Compile Fit and Plot the Model

1 files • 74.42 MB

31 Step 3 - Defining the Model

1 files • 72.82 MB

47 Flowers Classification CNN - Load Saved Model and Predict

1 files • 69.87 MB

49 Flowers Classification CNN - Dropout Regularization

1 files • 69.36 MB

36 Basic Image Processing using Keras Functions

3 files • 174.54 MB

002 Basic Image Processing using Keras Functions - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/36 Basic Image Processing using Keras Functions/002 Basic Image Processing using Keras Functions - Part 2.mp4

65.45 MB

001 Basic Image Processing using Keras Functions - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/36 Basic Image Processing using Keras Functions/001 Basic Image Processing using Keras Functions - Part 1.mp4

62.65 MB

003 Basic Image Processing using Keras Functions - Part 3.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/36 Basic Image Processing using Keras Functions/003 Basic Image Processing using Keras Functions - Part 3.mp4

46.44 MB

25 Step 4 - Defining the model

1 files • 65.42 MB

18 Step 4 Defining the Keras Model

2 files • 122.7 MB

002 Step 4 Defining the Keras Model - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/18 Step 4 Defining the Keras Model/002 Step 4 Defining the Keras Model - Part 2.mp4

64.54 MB

001 Step 4 Defining the Keras Model - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/18 Step 4 Defining the Keras Model/001 Step 4 Defining the Keras Model - Part 1.mp4

58.17 MB

43 Flowers Classification CNN - Create Test and Train Folders

1 files • 63.93 MB

05 Python Basics

6 files • 280.3 MB

001 Python Basics - Assignment.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/001 Python Basics - Assignment.mp4

63.43 MB

005 Python Basics - Dictionary and Functions - part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/005 Python Basics - Dictionary and Functions - part 1.mp4

53.6 MB

002 Python Basics - Flow Control - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/002 Python Basics - Flow Control - Part 1.mp4

46.83 MB

004 Python Basics - List and Tuples.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/004 Python Basics - List and Tuples.mp4

46.08 MB

003 Python Basics - Flow Control - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/003 Python Basics - Flow Control - Part 2.mp4

36.43 MB

006 Python Basics - Dictionary and Functions - part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/05 Python Basics/006 Python Basics - Dictionary and Functions - part 2.mp4

33.93 MB

10 Basic Structure of Artificial Neuron and Neural Network

1 files • 63 MB

08 Pandas Basics

2 files • 92.17 MB

001 Pandas Basics - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/08 Pandas Basics/001 Pandas Basics - Part 1.mp4

58.6 MB

002 Pandas Basics - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/08 Pandas Basics/002 Pandas Basics - Part 2.mp4

33.57 MB

51 Flowers Classification CNN - Augmentation Optimization

1 files • 58.59 MB

22 Heart Disease Binary Classification Model - Introduction

1 files • 53.05 MB

09 Installing Deep Learning Libraries

1 files • 52.79 MB

06 Numpy Basics

2 files • 93.78 MB

002 Numpy Basics - Part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/06 Numpy Basics/002 Numpy Basics - Part 2.mp4

52.78 MB

001 Numpy Basics - Part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/06 Numpy Basics/001 Numpy Basics - Part 1.mp4

41.01 MB

07 Matplotlib Basics

2 files • 89.23 MB

001 Matplotlib Basics - part 1.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/07 Matplotlib Basics/001 Matplotlib Basics - part 1.mp4

51.23 MB

002 Matplotlib Basics - part 2.mp4

[FreeCourseSite.com] Udemy - Deep Learning using Keras - Complete Compact Dummies Guide/07 Matplotlib Basics/002 Matplotlib Basics - part 2.mp4

37.99 MB

27 Step 5 - Predicting Heart Disease using Model

1 files • 50.06 MB

11 Activation Functions Introduction

1 files • 49.3 MB

34 Serialize and Save Trained Model for Later Use

1 files • 49.14 MB

21 Step 8 Prediction Using the Model

1 files • 48.13 MB

02 Introduction to AI and Machine Learning

1 files • 47.45 MB

29 Step1 - Fetch and Load Data

1 files • 46.01 MB

33 Step 5 - Predicting Wine Quality using Model

1 files • 42.02 MB

48 Flowers Classification CNN - Optimization Techniques - Introduction

1 files • 40.54 MB

28 Redwine Quality MultiClass Classification Model - Introduction

1 files • 37.11 MB

57 VGG16 Transfer Learning Flower Prediction

1 files • 27.48 MB

46 Flowers Classification CNN - Save Model for Later Use

1 files • 26.35 MB

58 SOURCE CODE AND FILES ATTACHED

1 files • 1.05 KB

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