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Udemy - Deep Learning - Neural Networks In Python Using Case Studies

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02/01/24 at 6:41pm GMT+1

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[ DevCourseWeb.com ] Deep Learning: Neural Networks In Python Using Case Studies

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Published 1/2024

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 2.41 GB | Duration: 6h 18m

Learn how a neural network is built from basic building blocks using Python

What you'll learn

Learn how a neural network is built from basic building blocks (the neuron)

Learn how Deep Learning works

Code a neural network from scratch in Python and numpy

Describe different types of neural networks and the different types of problems they are used for

Requirements

Basic math (calculus derivatives, matrix arithmetic, probability)

Install Numpy and Python

Don't worry about installing TensorFlow, we will do that in the lectures.

Being familiar with the content of my logistic regression course (cross-entropy cost, gradient descent, neurons, XOR, donut) will give you the proper context for this course

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Deep Learning - Neural Networks In Python Using Case Studies
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/1 - Introduction of Project.mp4 8.9 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/2 - Overview of CNN.mp4 13.8 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/3 - Installations and Dataset Structure.mp4 97.1 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/4 - Import libraries.mp4 25.3 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/5 - CNN Model and Layers Coding.mp4 44.5 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/6 - Data Preprocessing and Augmentation.mp4 26.2 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/7 - Understanding Data generator.mp4 49.1 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/8 - Prediction on Single Image.mp4 35.4 MB
~Get Your Files Here !/1 - Deep Learning Convolutional Neural Network CNN using Python/9 - Understanding Different Models and Accuracy.mp4 58.8 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/10 - Introduction of Project.mp4 5.8 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/11 - Setup Environment for ANN.mp4 46.6 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/12 - ANN Installation.mp4 101.2 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/13 - Import Libraries and Data Preprocessing.mp4 36.6 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/14 - Data Preprocessing.mp4 76.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/15 - Data Preprocessing Continue.mp4 85.7 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/16 - Data Exploration.mp4 68.4 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/17 - Encoding.mp4 50.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/18 - Encoding Continue.mp4 35.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/19 - Preparation of Dataset for Training.mp4 26.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/20 - Steps to Build ANN Part 1.mp4 36 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/21 - Steps to Build ANN Part 2.mp4 42.8 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/22 - Steps to Build ANN Part 3.mp4 22.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/23 - Steps to Build ANN Part 4.mp4 46.4 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/24 - Predictions.mp4 44.3 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/25 - Predictions Continue.mp4 40.5 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/26 - Resampling Data with ImbalanceLearn.mp4 64.8 MB
~Get Your Files Here !/2 - Deep Learning Artificial Neural Network ANN using Python/27 - Resampling Data with ImbalanceLearn Continue.mp4 124.9 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/28 - Introduction of Project.mp4 14.3 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/29 - Installation.mp4 62.3 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/30 - Libraries.mp4 99.1 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/31 - Dataset Explore.mp4 93.5 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/32 - Import Libraries.mp4 20.1 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/33 - Data Preprocessing.mp4 48.3 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/34 - Exploratory Data Analysis.mp4 47.4 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/35 - Exploratory Data Analysis Continue.mp4 53 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/36 - Feature Scaling.mp4 60.4 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/37 - Feature Scaling Continue.mp4 49.3 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/38 - More on Feature Scaling.mp4 29.6 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/39 - Building RNN.mp4 43.6 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/40 - Building RNN Continue.mp4 26.2 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/41 - Training of Network.mp4 53.3 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/42 - Prediction on Test Data.mp4 60.7 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/43 - Prediction on Test Data Continue.mp4 70.2 MB
~Get Your Files Here !/3 - Deep Learning RNN LSTM Stock Price Prognostics using Python/44 - Final Result Visualization.mp4 37.1 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/45 - Introduction to Project.mp4 14 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/46 - Google Collab.mp4 15.6 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/47 - Importing Packages and Data.mp4 22 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/48 - Preprocessing and Model Creation.mp4 36.2 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/49 - Training the Model and Prediction.mp4 50.1 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/50 - Model Creation using CNN.mp4 88.8 MB
~Get Your Files Here !/4 - Deep Learning Project using Convolutional Neural Network CNN in Python/51 - CNN Model Prediction.mp4 60.7 MB
~Get Your Files Here !/Bonus Resources.txt 386 B

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