Udemy - Hands-On Introduction To Artificial Intelligence(Ai)

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08/09/22 at 10:37pm GMT+1
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2.4 GB in 66 files

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2a249d1ed371dc00f2542baf61f34aea73949e47


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  • Udemy - Hands-On Introduction To Artificial Intelligence(Ai)
  • icon ~Get Your Files Here !/1 - Introduction/1 - What is Artificial Intelligence AI.mp4 10.2 MB
    icon ~Get Your Files Here !/1 - Introduction/10 - Neural Networks Perceptron.mp4 27.7 MB
    icon ~Get Your Files Here !/1 - Introduction/11 - What are Deep Neural Networks.mp4 20.1 MB
    icon ~Get Your Files Here !/1 - Introduction/12 - Feed Forward Neural Networks FFNN Structure and Forward pass.mp4 24.4 MB
    icon ~Get Your Files Here !/1 - Introduction/13 - Input Feed Forward Neural Networks FFNN.mp4 8 MB
    icon ~Get Your Files Here !/1 - Introduction/14 - Learning Phase Feed Forward Neural Networks FFNN.mp4 64.6 MB
    icon ~Get Your Files Here !/1 - Introduction/15 - Back propagation and learning step Feed Forward Neural Networks FFNN.mp4 29.6 MB
    icon ~Get Your Files Here !/1 - Introduction/16 - Applications and Limitations of Feed Forward Neural Networks FFNN.mp4 4.9 MB
    icon ~Get Your Files Here !/1 - Introduction/17 - CNN Introduction.mp4 25.7 MB
    icon ~Get Your Files Here !/1 - Introduction/18 - CNN Convolution and Relu Layer.mp4 29.1 MB
    icon ~Get Your Files Here !/1 - Introduction/19 - CNN Max Pooling Layer.mp4 15.8 MB
    icon ~Get Your Files Here !/1 - Introduction/2 - Mapping human functions to AI technologies.mp4 16.3 MB
    icon ~Get Your Files Here !/1 - Introduction/20 - CNN Example end to end.mp4 21.6 MB
    icon ~Get Your Files Here !/1 - Introduction/21 - Recurrent Neural Network RNN.mp4 32.1 MB
    icon ~Get Your Files Here !/1 - Introduction/22 - RNN Architecture.mp4 12.3 MB
    icon ~Get Your Files Here !/1 - Introduction/23 - Generative Adversarial Networks GAN.mp4 22.7 MB
    icon ~Get Your Files Here !/1 - Introduction/24 - Reinforcement Learning.mp4 29.6 MB
    icon ~Get Your Files Here !/1 - Introduction/25 - Transfer Learning.mp4 31.2 MB
    icon ~Get Your Files Here !/1 - Introduction/26 - Market Potential of AI.mp4 23.9 MB
    icon ~Get Your Files Here !/1 - Introduction/27 - Who will loose to AI.mp4 59.8 MB
    icon ~Get Your Files Here !/1 - Introduction/28 - Need for retraining and reskilling.mp4 18.3 MB
    icon ~Get Your Files Here !/1 - Introduction/29 - How to take advantage and benefit from AI.mp4 31.9 MB
    icon ~Get Your Files Here !/1 - Introduction/3 - AI Branches of Machine Learning Algorithms.mp4 23.7 MB
    icon ~Get Your Files Here !/1 - Introduction/4 - AI Supervised Machine Learning Algorithms and Applications.mp4 25.4 MB
    icon ~Get Your Files Here !/1 - Introduction/5 - AI Unsupervised Machine Learning Algorithms and Applications.mp4 19.9 MB
    icon ~Get Your Files Here !/1 - Introduction/6 - AI Natural Language Processing and Applications.mp4 37.3 MB
    icon ~Get Your Files Here !/1 - Introduction/7 - AI Computer Vision and Applications.mp4 74.6 MB
    icon ~Get Your Files Here !/1 - Introduction/8 - AI IOT and Applications.mp4 62.3 MB
    icon ~Get Your Files Here !/1 - Introduction/9 - What are Neural Networks.mp4 12.5 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/30 - Building Supervised and Unsupervised Machine learning Models using IBM Watson.mp4 14.2 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/31 - Approach to building machine learning Models.mp4 40.7 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/32 - Account Setup and Configuration.mp4 32 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/33 - Supervised Building a Binary classificationML model and Uploading Data.mp4 12.2 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/34 - Supervised Training and testing your model using logistic regression.mp4 41.5 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/35 - Supervised Building a Multi class classificationML model end to end.mp4 51 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/36 - Unsupervised Building a RegressiveML Model end to end.mp4 36 MB
    icon ~Get Your Files Here !/2 - IBM Watson Supervised and Unsupervised Machine Learning Models/37 - Performance Evaluation Parameters for ML Algorithms.mp4 20.2 MB
    icon ~Get Your Files Here !/3 - Natural Language Processing NLP with IBM Watson/38 - Introduction to the Section.mp4 15.2 MB
    icon ~Get Your Files Here !/3 - Natural Language Processing NLP with IBM Watson/39 - IBM Watson Text to Speech.mp4 40.6 MB
    icon ~Get Your Files Here !/3 - Natural Language Processing NLP with IBM Watson/40 - IBM Watson Speech to Text.mp4 33.5 MB
    icon ~Get Your Files Here !/3 - Natural Language Processing NLP with IBM Watson/41 - IBM Watson Semantic extraction.mp4 68 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/42 - Introduction to the Section and the experiment sheet.mp4 26 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/43 - Building a Perceptron.mp4 21.9 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/44 - Building a Feed Forward Neural Network with one Hidden layer Supervised.mp4 28.7 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/45 - Building a Deep Feed Forward Neural Network Supervised.mp4 46.4 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/46 - High Level Introduction to Tensor Flow Data and Setup Unsupervised.mp4 25.6 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/47 - Building a Regressive Feed Forward Neural NetworkFFNN Unsupervised.mp4 74.8 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/48 - Building a SHALLOW Regressive Feed Forward Neural Network Unsupervised.mp4 26.7 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/49 - Building a DEEP Regressive FFNN Unsupervised.mp4 32 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/50 - Building a Regressive FFNN with different AdamOptimizer.mp4 29.8 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/51 - Building a Regressive FFNN with different learning Rates and Epochs.mp4 71 MB
    icon ~Get Your Files Here !/4 - Feed Forward Neural Networks FFNN with Tensor Flow Simulator and Google Colab/52 - Performance Analysis of Feed Forward Neural Networks.mp4 41.5 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/53 - Section Introduction and data.mp4 35.3 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/54 - CNN for MNIST Architecture Walkthrough.mp4 7.2 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/55 - IBM Watson Account Setup Basics.mp4 32 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/56 - CNN Setup and First Run with MNIST example Part 1.mp4 88.2 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/57 - CNN Setup and First Run with MNIST example Part 2.mp4 65.3 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/58 - CNN for MNIST with SGD.mp4 35.9 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/59 - Optimizing CNN for MNIST.mp4 107 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/60 - CNN for CIFAR 10.mp4 85.1 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/61 - Optimization options for CNN on CIFAR 10.mp4 72.3 MB
    icon ~Get Your Files Here !/5 - Convolutional Neural Networks CNN with IBM Watson/62 - CNN Unconverging Experiments.mp4 37.1 MB
    icon ~Get Your Files Here !/6 - Recurrent Neural Network RNN with Mathworks/63 - Introduction the section.mp4 11.3 MB
    icon ~Get Your Files Here !/6 - Recurrent Neural Network RNN with Mathworks/64 - Japanese Vowels classification with LSTM Walk through of Mathworks example.mp4 122.9 MB
    icon ~Get Your Files Here !/6 - Recurrent Neural Network RNN with Mathworks/65 - Classification of human activities with LSTM Walk through of Mathworks example.mp4 85.5 MB
    icon ~Get Your Files Here !/Bonus Resources.txt 386 B

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