Language: English | Size: 3.10 GB | Duration: 7h 27m
Master different concepts of Tensorflow with a step-by-step and project-based approach
What you'll learn
The Basics of Tensors and Variables with Tensorflow
Basics of Tensorflow and training neural networks with TensorFlow
Convolutional Neural Networks
Building more advanced Tensorflow models with Functional API, Model Subclassing and Custom Layers
Requirements
Mac / Windows / Linux - all operating systems work with this course!
No previous TensorFlow knowledge required. Basic understanding of Machine Learning is helpful
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~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/1 - Overview of DLUT.mp4
73.2 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/10 - Deep Learning Neural Networks and its Layers.mp4
53.8 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/11 - Listing Directories.mp4
110.1 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/12 - Import Image Data Generator.mp4
72.1 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/13 - Advance Concept of Transfer Learning Part 1.mp4
140.3 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/14 - Advance Concept of Transfer Learning Part 2.mp4
78.9 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/15 - Advance Concept of Transfer Learning Part 3.mp4
69.1 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/2 - Scenario of Perceptron.mp4
158 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/3 - Creating Neural Network Using TensorFlow.mp4
72.4 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/4 - Perform Multiclass Classification.mp4
57.7 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/5 - Initializing the Model.mp4
141.8 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/6 - Initializing the Model Continued.mp4
55 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/7 - Image Processing Using CNN.mp4
59 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/8 - Convolution Intuition.mp4
33.8 MB
~Get Your Files Here !/1 - Deep Learning Neural Networks with TensorFlow/9 - Classifying the Photos of Dogs and Cats.mp4
84.2 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/16 - Introduction to Project.mp4
5.9 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/17 - Package Installation.mp4
81.4 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/18 - Load Data Pretrained Mode.mp4
96.1 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/19 - Train Model Fit Model.mp4
7.1 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/20 - Load Save Model.mp4
21.1 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/21 - Function to Predict.mp4
18.6 MB
~Get Your Files Here !/2 - Project On Tensorflow Face Mask Detection Application/22 - Final Result.mp4
4 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/23 - Introduction to Tensorflow with Python.mp4
62.9 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/24 - Installation of Tensorflow.mp4
132.5 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/25 - Basic Data Types for Tensorflow.mp4
94.6 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/26 - Implementing Simple Linear Model.mp4
30.4 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/27 - Creating a Python File.mp4
45.7 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/28 - Optimization of Variable.mp4
91.8 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/29 - Implementing the Constructor Variable.mp4
65 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/30 - Printing the Variable Result.mp4
33.1 MB
~Get Your Files Here !/3 - Project on Tensorflow Implementing Linear Model with Python/31 - Naming the Variable.mp4
45.3 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/32 - Introduction to Course.mp4
11.6 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/33 - Import the Libraries.mp4
32.7 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/34 - Accessing the Caption Dataset for Training.mp4
72.8 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/35 - Accessing the Image DataSet for Trainingb.mp4
15.6 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/36 - Preprocessing the Text Data.mp4
173.3 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/37 - PreProcess and Load Captions Data.mp4
84.3 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/38 - Loading the Captions for Training and Test Data.mp4
63 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/39 - Preprocessing of Image Data.mp4
43.8 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/40 - Loading Features for Train and Test Dataset.mp4
108.9 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/41 - Text Tokenization and Sequence Text.mp4
55.8 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/42 - Data Generators.mp4
53.8 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/43 - Define the Model.mp4
34.8 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/44 - Evaluation of Model.mp4
51.4 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/45 - Test the Model.mp4
77.7 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/46 - Create Streamlit App.mp4
50.1 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/47 - Streamlit Prediction.mp4
30.5 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/48 - Test Streamlit App.mp4
24.6 MB
~Get Your Files Here !/4 - Deep Learning Automatic Image Captioning For Social Media With Tensorflow/49 - Deploy Streamlit on AWS EC2 Instance.mp4
95.3 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
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