Udemy - Machine Learning Deep Learning For Interviewees And Researcher

Torrent Details

Udemy - Machine Learning Deep Learning for Interviewees and ResearcherUdemy - Machine Learning Deep Learning for Interviewees and Researcher

NAME
Udemy - Machine Learning Deep Learning for Interviewees and Researcher.torrent
CATEGORY
Other
INFOHASH
38cb6ec2a5a372686f59d7102485644bb9d19bf9
SIZE
1.5 GB in 75 files
ADDED
Uploaded on 29-03-2022 by our crawler pet called "Spidey".
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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...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning.mp415.5 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/001 Types of Machine Learning_en.vtt5.9 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models.mp420.9 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/002 Parametric Models_en.vtt4 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models.mp430.1 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/003 Non-parametric Models_en.vtt4.6 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp484.4 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework_en.vtt11.6 KB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp468.3 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition_en.vtt13.8 KB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp438.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning_en.vtt10.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression.mp413.7 MB
~Get Your Files Here !/02 - Training Machine Learning Models/002 Regression_en.vtt4 KB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification.mp417.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/003 Classification_en.vtt5.1 KB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp437.1 MB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression_en.vtt5.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp440.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent_en.vtt6.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp434.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent_en.vtt6.7 KB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations.mp419.5 MB
~Get Your Files Here !/02 - Training Machine Learning Models/007 Normal Equations_en.vtt4.7 KB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression.mp424.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/008 Non-parametric method - Locally Weighted Linear Regression_en.vtt4.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression.mp413.4 MB
~Get Your Files Here !/02 - Training Machine Learning Models/009 Ridge Regression_en.vtt3.4 KB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression.mp44.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/010 Lasso Regression_en.vtt1.8 KB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn.mp422.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/011 Classification Models in sklearn_en.vtt3.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression.mp424.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/012 Classification Model - Logistic Regression_en.vtt5.6 KB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques.mp428.3 MB
~Get Your Files Here !/02 - Training Machine Learning Models/013 Mapping non-linear functions using linear techniques_en.vtt5.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization.mp422 MB
~Get Your Files Here !/02 - Training Machine Learning Models/014 Overfitting and Regularization_en.vtt4.3 KB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp431.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines_en.vtt7.5 KB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp473.4 MB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees_en.vtt16 KB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp484 MB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch_en.vtt16.7 KB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network.mp428.3 MB
~Get Your Files Here !/03 - Neural Networks/002 Tuning Hyperparameters in Neural Network_en.vtt6.2 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp445.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements_en.vtt6.4 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp448.6 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance_en.vtt7.8 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout.mp428.4 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/003 Overfitting - Regularization - Dropout_en.vtt6.1 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization.mp421.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/004 Batch Normalization_en.vtt3.8 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet.mp436.1 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.vtt8.6 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp482.5 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks_en.vtt16.3 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers.mp432 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/007 Maximum Pooling Layers_en.vtt5.5 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp432.9 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks_en.vtt6.2 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units.mp431.2 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/009 LSTM Units_en.vtt5.9 KB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units.mp417.8 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/010 GRU Units_en.vtt4.2 KB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp443.7 MB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering_en.vtt9.9 KB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp446.8 MB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning_en.vtt13.5 KB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4133.9 MB
~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification_en.vtt13.8 KB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting.mp4187.7 MB
~Get Your Files Here !/06 - Implementation and Case Studies/003 Case Study - Load Forecasting_en.vtt17.5 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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