Applications of Deep Neural Networks
Washington University in St. Louis
https://sites.wustl.edu/jeffheaton/t81-558/
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Washington University in St. Louis
https://sites.wustl.edu/jeffheaton/t81-558/
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sites.wustl.edu
T81-558:Applications of Deep Neural Networks | Jeff Heaton | Washington University in St. Louis
Course Description Deep learning is a group of exciting new technologies for neural networks. Through a combination of advanced training techniques a...
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Complete Big Data
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Data Science and Machine Learning [PDF]
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Mathematical and Statistical Methods
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Python Data Science Handbook
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https://jakevdp.github.io/PythonDataScienceHandbook/
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Free Machine Learning Courses
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Books
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Machine Learning with Python: Zero to GBMs
🎬 Watch hands-on coding-focused video tutorials
🧮 Practice coding with cloud Jupyter notebooks
💻 Build an end-to-end real-world course project
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📊 You will solve 2 coding assignments & build a course project where you'll train ML models using a large real-world datasets
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MIT RES.LL-005 Mathematics of Machine Learning and Big Data, IAP 2020
🎬 20 video lesson
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Source: MIT open courseware
🔗 Course Link
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🆓 Free Online Course
💻 44 Lecture Videos
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Teacher 👨🏫 : Prof. S. Sarkar
🔗 Course Link
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🧮 30+ Exercises
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Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning
🎬 30 video lessons with slides
⏰ 28 hours
🔗 Course Link
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By Massachusetts Institute of Technology, MIT
🎬 Video Lectures
⏰ Length: 13 weeks
🏃♂️ Self paced
Source: MIT
🔗 Course link
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🏃♂️ Self paced
Source: Google
🔗 Course link
Undergraduate Machine Learning (Nando de Freitas/University of British Columbia)
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🎬 33 lessons
⏰ 21 hours
🏃♂️ Self paced
Source: YouTube
🔗 Course link
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A legendary Stanford CS224W course on graph ML now releases videos on YouTube for 2021
🎬 60 Videos
⏰ 30h
🔗 Course link
Books
Mathematics for Machine Learning
Approaching (Almost) Any Machine Learning Problem
Machine Learning
GitHub Repositories
Machine Learning University: Accelerated Natural Language Processing Class
Hands on ML notebook series
Machine learning cheat sheet with code
Article
Machine Learning is Fun!
#Machine_Learning
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jovian.ai
Machine Learning with Python: Zero to GBMs | Jovian
A beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python and Scikit-learn. Earn a verified certificate of accomplishment by completing assignments & building a real-world project.
STATISTICS FOR DATA SCIENCE COURSE
Complete Statistics for Data Science in 6 hrs by Krish Naik
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Complete Statistics for Data Science in 6 hrs by Krish Naik
https://youtu.be/LZzq1zSL1bs
#data_science #stat
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YouTube
Complete Statistics For Data Science In 6 hours By Krish Naik
Statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industrial, or social problem, it is conventional to begin with a statistical population or…
LeetCode_SQL_Questions_With_Solutions.pdf
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LEETCODE SQL QUESTIONS WITH SOLUTIONS