An introduction to Probabilities and Statistics like no other:

Seeing Theory: https://seeing-theory.brown.edu/

Brown University.
Free.

This interactive website will take you through the concepts you need in machine learning.
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@kdnuggets @datasciencechats
Credit: Twitter (svpino)
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Introduction to Probability for Data Science

Stanley H. Chan
An undergraduate textbook on probability for data science.
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https://probability4datascience.com/

Learn Figma: UI Design Essentials - Full Course
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Our Design groups: @designdrops @how2design

This MIT CS class teaches you things that all the other classes don't teach you, like...
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🆓Course 🔗Link 🔗
📒Lecture Notes: 🔗Link 🔗
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SQUID Game perspective to learn SQL
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Data Science for Beginners - A Curriculum by MICROSOFT

A project-based data science curriculum for beginners with great lessons, notes, and assignments.

10 weeks, 20 lessons, using Python.

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https://github.com/microsoft/Data-Science-For-Beginners

Highly recommended Python Course
Instructor: Dr. Angela Yu
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https://github.com/dair-ai/ML-YouTube-Courses

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Black Friday sale is up on
Udemy. Hurry up Offer Link

Intro to AI course materials are available by University Of California - Berkeley:

1. Lecture slides and videos
2. Homework assignments with solutions
3. Section Handouts
4. Specs for the Pacman Projects
5. Source files and PDFs of past Berkeley CS188 exams
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@kdnuggets @datasciencechats
LINK: http://ai.berkeley.edu/home.html
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https://magazine.artstation.com/2021/12/artstation-learning-free/

You can access all courses here:
https://artstation.com/learning

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800 free Computer Science Courses
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https://github.com/Developer-Y/cs-video-courses

MIT's introductory course on deep learning methods with applications in game play, and more!
(Starting March 11th 2022)
http://introtodeeplearning.com/
#deeplearning
For previous years videos you can check their youtube channel
https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI
@coursenuggets @kdnuggets

Collection of useful data science topics along with code and articles
#beginner #articles #datascience
@coursenuggets @kdnuggets
https://github.com/khuyentran1401/Data-science

Introduction to Deep Learning course is free and open for everyone!
By The Technical University of Munich (TUM)
Find course materials:
1) Lecture slides
2) Recordings
3) Tutorials and exercises
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@coursenuggets @kdnuggets
https://niessner.github.io/I2DL/

Free Maths For Machine Learning Course Overview:
Part 01: Linear Algebra and Mathematical Foundation
Part 02: Analytic Geometry
Part 03: Matrix Decomposition
Part 04: Vector Calculus
Part 05: Statistics
Part 06: Empirical Risk Minimization Theory
@coursenuggets @kdnuggets @datasciencechats
#beginners #math #machinelearning
https://www.youtube.com/playlist?list=PLaU7MWI8yG9Uxszchxz-M0u-765vnu6g9

The #DeepLearning Course by top #AI researcher Yann Lecun at NYU CDS is Now Fully Online & Accessible to All.
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@coursenuggets @kdnuggets
Details:
https://nyudatascience.medium.com/yann-lecuns-deep-learning-course-at-cds-is-now-fully-online-accessible-to-all-787ddc8bf0af


Lectures:
https://atcold.github.io/pytorch-Deep-Learning/

Some of the best and most recent machine learning courses available on YouTube.
@coursenuggets @kdnuggets @datasciencechats
#freecourse #machinelearning #youtube
https://github.com/dair-ai/ML-YouTube-Courses