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Udemy - Machine Learning Deep Learning for Interviewees and Researcher

Other

Size

1.5 GB

Seeders

Leechers

Files

Category

Other

Added

03/29/22 at 4:44am GMT+1

Status

Verified by VeriPLUS

Infohash

38cb6ec2a5a372686f59d7102485644bb9d19bf9

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Description

[ DevCourseWeb.com ] Machine Learning Deep Learning for Interviewees & Researcher

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

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz

Language: English | Size: 1.53 GB | Duration: 4h 25m

Machine Learning, Linear Regression, PCA, Neural Networks, Hyperparameters, Deep Learning, Keras

What you'll learn

Fundamentals of machine learning and deep learning with respect to big data applications.

Machine learning and deep learning concepts required to give data science interviews.

Suite of tools for exploratory data analysis and machine learning modeling.

Coding-based case studies

Requirements

Basic knowledge of programming is required.

No prior data science experience required. You will learn everything you need to know in the course.

Description

Interested in Machine Learning, and Deep Learning and preparing for your interviews or research? Then, this course is for you!

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

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

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 - Machine Learning Deep Learning for Interviewees and Researcher
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning.mp4 15.5 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning_en.vtt 5.9 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models.mp4 20.9 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models_en.vtt 4 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models.mp4 30.1 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models_en.vtt 4.6 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp4 84.4 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework_en.vtt 11.6 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp4 68.3 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition_en.vtt 13.8 KB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp4 38.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning_en.vtt 10.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression.mp4 13.7 MB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression_en.vtt 4 KB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification.mp4 17.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification_en.vtt 5.1 KB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp4 37.1 MB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression_en.vtt 5.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp4 40.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent_en.vtt 6.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp4 34.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent_en.vtt 6.7 KB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations.mp4 19.5 MB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations_en.vtt 4.7 KB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression.mp4 24.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression_en.vtt 4.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression.mp4 13.4 MB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression_en.vtt 3.4 KB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression.mp4 4.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression_en.vtt 1.8 KB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn.mp4 22.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn_en.vtt 3.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression.mp4 24.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression_en.vtt 5.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques.mp4 28.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques_en.vtt 5.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization.mp4 22 MB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization_en.vtt 4.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp4 31.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines_en.vtt 7.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp4 73.4 MB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees_en.vtt 16 KB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp4 84 MB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch_en.vtt 16.7 KB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network.mp4 28.3 MB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network_en.vtt 6.2 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp4 45.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements_en.vtt 6.4 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp4 48.6 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance_en.vtt 7.8 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout.mp4 28.4 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout_en.vtt 6.1 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization.mp4 21.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization_en.vtt 3.8 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet.mp4 36.1 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet_en.vtt 8.6 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp4 82.5 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks_en.vtt 16.3 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers.mp4 32 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers_en.vtt 5.5 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp4 32.9 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks_en.vtt 6.2 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units.mp4 31.2 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units_en.vtt 5.9 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units.mp4 17.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units_en.vtt 4.2 KB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp4 43.7 MB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering_en.vtt 9.9 KB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp4 46.8 MB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning_en.vtt 13.5 KB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4 133.9 MB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification_en.vtt 13.8 KB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting.mp4 187.7 MB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting_en.vtt 17.5 KB
~Get Your Files Here !/Bonus Resources.txt 386 B

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