| UD433/01 INTRODUCTION AND COURSE OUTLINE/001 Introduction and Welcome Message.mp4 |
59 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/001 TF-2.0-Practical-Course-Package.zip |
19.6 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/002 Course Overview.mp4 |
83.9 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/003 BONUS Learning Path.html |
2 KB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/004 Whats AI ML and DL.mp4 |
152.9 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/005 Machine Learning - Big Picture.mp4 |
99 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/006 Whats new in TF2 and Google Colab.mp4 |
16.5 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/007 Whats New in TensorFlow 2.0.mp4 |
218.7 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/008 What is Google Colab.mp4 |
64.6 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/009 Google Colab Demo.mp4 |
33.7 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/010 Eager Execution.mp4 |
88.1 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/011 Keras API.mp4 |
58.4 MB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/012 Get the materials.html |
1 KB |
| UD433/01 INTRODUCTION AND COURSE OUTLINE/external-assets-links.txt |
112 B |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/013 Celsius-to-Fahrenheit.csv |
263 B |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/013 PROJECT 1 OVERVIEW CONVERT CELSUIS TO FAHRENHEIT.mp4 |
38.7 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/014 PROJECT 1 What are ANNs and How they learn.mp4 |
75 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/015 PROJECT 1 Build our first ANN model.mp4 |
40.8 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/016 PROJECT 1 TF Playground.mp4 |
162.1 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/017 PROJECT 1 Coding Step 1 - Load TF and Data.mp4 |
104.3 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/018 PROJECT 1 Coding Step 2 - Model Training.mp4 |
151.5 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/019 PROJECT 1 Coding Step 3 - Model Evaluation.mp4 |
83.7 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/020 PROJECT 2 Overview.mp4 |
39.5 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/020 SalesData.csv |
12 KB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/021 PROJECT2 Google Colab Questions Overview.mp4 |
49.7 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/022 PROJECT 2 Coding Part 1.mp4 |
64.3 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/023 PROJECT 2 Coding Part 2.mp4 |
102.1 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/024 PROJECT 2 Coding Part 3.mp4 |
68.1 MB |
| UD433/02 BUILD YOUR FIRST SIMPLE PERCEPTRON (SINGLE NEURON) MODEL IN TF 2.0/external-assets-links.txt |
495 B |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/025 bike-sharing-daily.csv |
49 KB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/025 PROJECT 3 Overview.mp4 |
94.1 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/026 PROJECT 3 Regression basics.mp4 |
58.9 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/027 PROJECT 3 ANN in Action.mp4 |
63.8 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/028 PROJECT 3 Activation functions overview.mp4 |
65.4 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/029 PROJECT 3 MultiLayer Perceptron Network.mp4 |
49.1 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/030 PROJECT 3 ANN Training and Epochs Definition.mp4 |
126.7 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/031 PROJECT 3 Tensorflow Playground 3.mp4 |
59.1 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/032 PROJECT 3 Gradient Descent.mp4 |
112.7 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/033 PROJECT 3 Back Propagation.mp4 |
41.3 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/034 PROJECT 3 Bias Variance Tradeoff.mp4 |
143.5 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/035 PROJECT 3 Performance Metrics.mp4 |
122.4 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/036 PROJECT 3 Coding part 1.mp4 |
92.7 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/037 PROJECT 3 Coding part 2.mp4 |
77.2 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/038 PROJECT 3 Coding part 3.mp4 |
106.1 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/039 PROJECT 3 Coding part 4.mp4 |
100.2 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/040 PROJECT 3 Coding part 5 - Training.mp4 |
57.3 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/041 PROJECT 3 Coding part 6.mp4 |
181.6 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/042 kc-house-data.csv |
2.4 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/042 PROJECT 4 Overview.mp4 |
41.8 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/043 PROJECT 4 Google Colab Overview.mp4 |
57 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/044 PROJECT 4 Coding Part 1.mp4 |
143.4 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/045 PROJECT 4 Coding Part 2.mp4 |
79.3 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/046 PROJECT 4 Coding Part 3.mp4 |
64 MB |
| UD433/03 BUILD A MULTI LAYER ARTIFICIAL NEURAL NETWORKS FOR REGRESSION TASKS/external-assets-links.txt |
476 B |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/047 amazon-alexa.tsv |
503 KB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/047 PROJECT 5 Project Overview sentiment.mp4 |
53.8 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/048 PROJECT 5 Tokenization and Count Vectorizer.mp4 |
31.3 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/049 PROJECT 5 Confusion Matrix.mp4 |
72.2 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/050 PROJECT 5 Load Dataset.mp4 |
66.3 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/051 PROJECT 5 Data Visualization.mp4 |
69.6 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/052 PROJECT 5 Data Tokenization.mp4 |
159.8 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/053 PROJECT 5 Model Building and Training.mp4 |
64.6 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/054 PROJECT 5 Model Evaluation.mp4 |
75.1 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/055 diabetes.csv |
23 KB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/055 PROJECT 6 Project Overview.mp4 |
37.8 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/056 PROJECT 6 Google Colab Project Questions Overview.mp4 |
41.2 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/057 PROJECT 6 Google Colab Project Questions Overview 2.mp4 |
40.1 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/058 PROJECT 6 Project Coding Solution Part 1.mp4 |
83.3 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/059 PROJECT 6 Project Coding Solution Part 2.mp4 |
88.8 MB |
| UD433/04 ARTIFICIAL NEURAL NETWORKS FOR CLASSIFICATION TASKS/external-assets-links.txt |
412 B |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/060 fashion-mnist-test.csv |
21.1 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/060 fashion-mnist-train.csv |
126.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/060 PROJECT 7 Overview.mp4 |
48.3 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/061 PROJECT 7 CNN Entire Network Overview.mp4 |
51.5 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/062 PROJECT 7 Feature Detectors.mp4 |
75.6 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/063 PROJECT 7 RELU.mp4 |
33.2 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/064 PROJECT 7 Pooling and Downsampling.mp4 |
107.7 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/065 PROJECT 7 Performance Improvement.mp4 |
46.6 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/066 PROJECT 7 Coding part 1 Import Data.mp4 |
43.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/067 PROJECT 7 Coding part 2 Visualization.mp4 |
119 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/068 PROJECT 7 Coding part 3 Train model.mp4 |
100.1 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/069 PROJECT 7 Coding part 4 - Evaluate model.mp4 |
95.2 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/070 PROJECT 8 Project Overview.mp4 |
23.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/070 traffic-signs-data.zip |
115.8 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/071 PROJECT 8 LeNet Architecture.mp4 |
65.3 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/072 PROJECT 8 Coding part 1.mp4 |
51.7 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/073 PROJECT 8 Coding part 2.mp4 |
65.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/074 PROJECT 8 Coding part 3.mp4 |
80.4 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/075 PROJECT 9 Overview.mp4 |
29.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/076 PROJECT 9 Questions Overview.mp4 |
47.9 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/077 PROJECT 9 Solution Part 1.mp4 |
64.6 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/078 PROJECT 9 Solution Part 2.mp4 |
131.7 MB |
| UD433/05 DEEP LEARNING FOR IMAGE CLASSIFICATION/external-assets-links.txt |
606 B |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/079 TF Serving Coding Part 1.mp4 |
71.6 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/080 TF Serving Coding Part 2.mp4 |
66.2 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/081 TF Serving Coding Part 3.mp4 |
113.5 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/082 Tensorboard Example 1.mp4 |
102.5 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/083 Tensorboard Example 2.mp4 |
90.9 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/084 Distributed Strategy.mp4 |
30.2 MB |
| UD433/06 MODEL DEPLOYMENT USING TF SERVING/external-assets-links.txt |
399 B |
Magnet link
