Machine-Learning-India · AllenAJ · Dec 20, 2020 · Jan 12, 2021 · Jan 12, 2021 · Jan 18, 2021
diff --git a/README.md b/README.md
@@ -1 +1,48 @@
-# MLI-Resource-Book
+---
+description: >-
+  As you know we are committed to transparency in everything we do. It's why we
+  always share resources and information on AI/ML. It's also why we compiled a
+  list of study materials for you!.
+---
+
+# Introduction
+
+## About Us
+
+Founded in April of 2018, **Machine Learning India \(MLI\)**, is a thriving community of over **400,000** ardent - artificial intelligence and machine learning enthusiasts across India and the globe. We at MLI, believe that India has the potential to position itself among leaders, on the global technology map.
+
+The goal of MLI is _to reduce the skill-gap in India, by creating a vibrant AI ecosystem and talent pool; thereby leading our country to have a significant take in the global AI revolution_. To pursue the same, we intend to democratize quality **technical education**, **resources,** and **opportunities** and make them available to all.
+
+## Our Social Media Links
+
+* Follow us on Instagram for ML/AI based infographics: [https://www.instagram.com/ml.india/](https://www.instagram.com/ml.india/)
+* Follow us on Linkedln to stay updated about our events and career opportunities: [https://www.linkedin.com/company/mlindia/](https://www.linkedin.com/company/mlindia/)
+* Follow us on Twitter for latest news from the industry: [https://twitter.com/ml\_india\_](https://twitter.com/ml_india_)
+* Learn, share and network with like-minded AI/ML enthusiasts on our community platform: [https://mlindia.mn.co](https://mlindia.mn.co)
+* Join our 10,000 strong monthly-newsletter subscriber family: [https://bit.ly/mli-newsletter](https://bit.ly/mli-newsletter)
+* Our Youtube Channel: [https://www.youtube.com/channel/UCaKsxDijTJoXDMIgAuNYfcQ](https://www.youtube.com/channel/UCaKsxDijTJoXDMIgAuNYfcQ)
+
+## Table of Contents
+
+{% page-ref page="./" %}
+
+{% page-ref page="artificial-intelligence.md" %}
+
+{% page-ref page="machine-learning.md" %}
+
+{% page-ref page="deep-learning-1.md" %}
+
+{% page-ref page="interview-resources.md" %}
+
+{% page-ref page="genetic-algorithms.md" %}
+
+{% page-ref page="statistics.md" %}
+
+{% page-ref page="useful-blogs.md" %}
+
+{% page-ref page="cheat-sheets.md" %}
+
+{% page-ref page="natural-language-processing.md" %}
+
+{% page-ref page="extra.md" %}
+
diff --git a/SUMMARY.md b/SUMMARY.md
@@ -0,0 +1,14 @@
+# Table of contents
+
+* [Introduction](README.md)
+* [Artificial Intelligence](artificial-intelligence.md)
+* [Machine Learning](machine-learning.md)
+* [Deep Learning](deep-learning-1.md)
+* [Interview Resources](interview-resources.md)
+* [Genetic Algorithms](genetic-algorithms.md)
+* [Statistics](statistics.md)
+* [Useful Blogs](useful-blogs.md)
+* [Cheat Sheets](cheat-sheets.md)
+* [Natural Language Processing](natural-language-processing.md)
+* [Extra](extra.md)
+
diff --git a/artificial-intelligence.md b/artificial-intelligence.md
@@ -0,0 +1,41 @@
+# Artificial Intelligence
+
+* [Awesome Artificial Intelligence \(GitHub Repo\)](https://github.com/owainlewis/awesome-artificial-intelligence) A curated list of Artificial Intelligence \(AI\) courses, books, video lectures and papers.
+* [UC Berkeley CS188 Intro to AI](http://ai.berkeley.edu/home.html), [Lecture Videos](http://ai.berkeley.edu/lecture_videos.html), [2](https://www.youtube.com/watch?v=W1S-HSakPTM) Materials developed for UC Berkeley's introductory artificial intelligence course
+* [Programming Community Curated Resources for learning Artificial Intelligence](https://hackr.io/tutorials/learn-artificial-intelligence-ai) Hackr.io is a community to find and share the best online courses & tutorials. Join them, it only takes 30 seconds.
+* [MIT 6.034 Artificial Intelligence Lecture Videos](https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi), [Complete Course](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) In these lectures, Prof. Patrick Winston introduces the 6.034 material from a conceptual, big-picture perspective. Topics include reasoning, search, constraints, learning, representations, architectures, and probabilistic inference.
+* [edX course \| Klein & Abbeel](https://courses.edx.org/courses/BerkeleyX/CS188x_1/1T2013/info) This course focuses on Intro to AI and other basic concepts in AI.
+* [Udacity Course \| Norvig & Thrun](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271)
+* [TED talks on AI](http://www.ted.com/playlists/310/talks_on_artificial_intelligen)
+* [Artificial Intelligence A-Z™: Learn How To Build An AI](https://career.guru99.com/recommends/artificialintelligence-1/)
+* [Artificial Intelligence](https://career.guru99.com/recommends/artificialintelligence-2/)
+* [Artificial Intelligence Nanodegree](https://in.udacity.com/course/artificial-intelligence-nanodegree--nd889)
+* [Artificial Intelligence \(Northwestern \| Kellog School of Management](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#1_Artificial_Intelligence_Northwestern_Kellog_School_of_Management)
+* [Machine Learning AI Certification by Stanford University \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#2_Machine_Learning_AI_Certification_by_Stanford_University_Coursera)
+* [IBM AI Engineering Professional Certificate \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#3_IBM_AI_Engineering_Professional_Certificate_Coursera)
+* [Artificial Intelligence: Business Strategies and Applications \(Berkeley ExecEd\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#4_Artificial_Intelligence_Business_Strategies_and_Applications_Berkeley_ExecEd)
+* [Deep Learning by Andrew Ng \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#5_Deep_Learning_by_Andrew_Ng_Coursera)
+* [AI For Everyone by Andrew Ng \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#6_AI_For_Everyone_by_Andrew_Ng_Coursera)
+* [Artificial Intelligence Certification by Columbia University \(edX\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#7_Artificial_Intelligence_Certification_by_Columbia_University_edX)
+* [Introduction to Artificial Intelligence by IBM \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#8_Introduction_to_Artificial_Intelligence_by_IBM_Coursera)
+* [Microsoft Professional Certification in Artificial Intelligence \(edX\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#9_Microsoft_Professional_Certification_in_Artificial_Intelligence_edX)
+* [TensorFlow for Artificial Intelligence by deeplearning.ai \(Coursera\)](https://digitaldefynd.com/best-artificial-intelligence-courses-training-certifications/#10_TensorFlow_for_Artificial_Intelligence_by_deeplearningai_Coursera)
+* [Artificial Intelligence \(Northwestern \| Kellog School of Management\)](http://emeritus-institute-of-management.sjv.io/c/397676/674046/8201)
+* [Machine Learning AI Certification by Stanford University \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddai1&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmachine-learning)
+* [IBM AI Engineering Professional Certificate \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddainewcert1&murl=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fai-engineer)
+* [Artificial Intelligence: Business Strategies and Applications \(Berkeley ExecEd\)](http://emeritus-institute-of-management.sjv.io/c/397676/754488/8201)
+* [AI For Everyone by Andrew Ng \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddai3&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fai-for-everyone)
+* [Artificial Intelligence Certification by Columbia University \(edX\)](https://www.awin1.com/cread.php?awinmid=6798&awinaffid=427859&clickref=ddai5&p=https%3A%2F%2Fwww.edx.org%2Fmicromasters%2Fcolumbiax-artificial-intelligence)
+* [Introduction to Artificial Intelligence by IBM \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddainew1&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fintroduction-to-ai)
+* [Microsoft Professional Certification in Artificial Intelligence \(edX\)](https://www.awin1.com/cread.php?awinmid=6798&awinaffid=427859&clickref=ddai6&p=https%3A%2F%2Fwww.edx.org%2Fmicrosoft-professional-program-artificial-intelligence)
+* [TensorFlow for Artificial Intelligence by deeplearning.ai \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddai7&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fintroduction-tensorflow)
+* [Free Artificial Intelligence Courses \(edX\)](https://www.awin1.com/cread.php?awinmid=6798&awinaffid=427859&clickref=ddainew2&p=%5B%5Bhttps%253A%252F%252Fwww.edx.org%252Flearn%252Fartificial-intelligence%5D%5D)
+* [Artificial Intelligence Courses \(Udemy\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=39197&u1=ddainew4&murl=https%3A%2F%2Fwww.udemy.com%2Ftopic%2Fartificial-intelligence%2F)
+* [Learn AI from ML experts at Google \(Google\)](https://ai.google/education/)
+* [Advanced AI Tutorial: Deep Reinforcement Learning in Python \(Udemy\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=39197&u1=ddai11&murl=https%3A%2F%2Fwww.udemy.com%2Fdeep-reinforcement-learning-in-python%2F)
+* [Artificial Intelligence Course: Reinforcement Learning in Python \(Udemy\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fartificial-intelligence-reinforcement-learning-in-python%2F)
+* [Python for Everybody by University of Michigan \(Coursera\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=40328&u1=ddai15&murl=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fpython)
+* [Artificial Intelligence for Beginners – Free Course \(LinkedIn Learning – Lynda\)](https://linkedin-learning.pxf.io/c/1238999/449670/8005?subId1=ddartificial1&u=https%3A%2F%2Fwww.linkedin.com%2Flearning%2Fartificial-intelligence-foundations-thinking-machines%2F)
+* [Artificial Intelligence Certification: Learn How To Build An AI \(Udemy\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fartificial-intelligence-az%2F)
+* [Artificial Intelligence Course with Python \(Udemy\)](https://click.linksynergy.com/deeplink?id=vedj0cWlu2Y&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fdata-science-and-machine-learning-with-python-hands-on%2F)
+
diff --git a/cheat-sheets.md b/cheat-sheets.md
@@ -0,0 +1,6 @@
+# Cheat Sheets
+
+* [Probability Cheat Sheet](http://static1.squarespace.com/static/54bf3241e4b0f0d81bf7ff36/t/55e9494fe4b011aed10e48e5/1441352015658/probability_cheatsheet.pdf), [Source](http://www.wzchen.com/probability-cheatsheet/)
+* [Machine Learning Cheat Sheet](https://github.com/soulmachine/machine-learning-cheat-sheet)
+* [ML Compiled](https://ml-compiled.readthedocs.io/en/latest/)
+