Resources to Learn Data Science

Resources to Learn Data Science

Resources to Learning Data Science This page contains all the major resources required to learn Data Science, Artificial Intelligence, Deep Learning, Reinforcement Learning, Machine Learning, Python, Statistics, Mathematics, Probability, and AI Datasets. Popular Data Science AI, ML website links. Basic Statistics for Data Science. Best Resources to Learn Python. Data visualization with Python. Important DS,…

Data Science Cheatsheets

Data Science Cheatsheets

Data Science Cheatsheets All these cheat sheets are available to me and kept at this link. 5W1H-DataScience.jpg AIML_Cheat_Sheet.pdf AIML_Fundamental.jpg All_Cheat_Sheets.pdf An Introduction to Convolutional Neural Networks.pdf A_Comprehensive_Guide_for_Visualization.pdf Basic_to_professional_Data_Scientist.pdf Best_Machine_Learning_Algorithms.jpg.jpg building_effective_dashboards.pdf Calculus_Cheat_Sheet_All.pdf Calculus_Cheat_Sheet_All_Reduced.pdf Cheat sheet Pandas Python.indd.pdf Choosing-a-good-chart-09.pdf Dask-CheatSheet.pdf Dask1.png Dask2.png Dask3.png Dask4.png Data Engineering _ Analytics Use Case Architecture on AWS.pdf DataScienceBooks.jpg Data_Visualization.pdf Data_Wrangling_with_dplyr_and_tidyr-RStudio-1.jpg Deeplearning-Definitions.png…

My Work Tools

My Work Tools

My Work Tools There are thousands of good websites offering online services which we need on a day-to-day basis. But the problem is we don’t know about those, therefore to achieve our goal during our project or assignment we waste lots of time in searching those tools or sometimes just temporary jugad to solve the…

Basic Statistics for Data Science

Basic Statistics for Data Science

Basic Statistics for Data Science Popular Articles on Statistics Statistical Inference – an overview | ScienceDirect Topics Welcome – The Data Journalism Handbook Calculus – Get Help from Online Calculus Tutor | Math@TutorVista.com Probability Mathopolis Question Database Addition Rules for Probability | Math Goodies Combinations Calculator (nCr) Large Enough Sample Condition – Statistics How To…

Best Resources to Learn Python

Best Resources to Learn Python

Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python & Pygame Python Programming Tutorials Jupyter Notebook Viewer nbviewer Jupyter Notebook Viewer Complete-Python-Bootcamp/Solution Links.md at master Learning Python – The Hitchhiker’s Guide to Python The Python Standard Library – Python 3.7.2…

Data Visualization with Python

Data Visualization with Python

Data Visualization with Python Content on this page keeps changing. I have taken these links from my Chrome browser favorites. Popular Article on Data Visualization Quick and Easy Data Visualizations in Python with Code 10 Useful Python Data Visualization Libraries for Any Discipline Top 50 matplotlib Visualizations Data Visualization Effectiveness Profile The Visual Perception of…

Important DS AI ML Articles

Important DS AI ML Articles

Important DS, AI, ML Articles Content on this page keeps changing. These links are taken from my chrome browser favorites.  DeepMind and Google: the battle to control artificial intelligence | 1843 Will Robots Change Human Relationships? – The Atlantic Ethics, computing, and AI: Perspectives from MIT | MIT News The Ultimate Hands-On Hadoop – Tame…

AI Frameworks and Tools

AI Frameworks and Tools

Top AI Frameworks & Tools AI Frameworks and Tools Framework Albumentations – A fast and framework agnostic image augmentation library Apache SINGA – A General Distributed Deep Learning Platform Brain Brainstorm – Fast, flexible and fun neural networks. Caffe Caffe2 – A New Lightweight, Modular, and Scalable Deep Learning Framework Catalyst: High-level utils for PyTorch…

Popular DS, AI, ML Conferences

Popular DS, AI, ML Conferences

Content on this page keeps changing. These links are taken from my chrome browser favorites. Conferences CVPR – IEEE Conference on Computer Vision and Pattern Recognition AAMAS – International Joint Conference on Autonomous Agents and Multiagent Systems IJCAI – International Joint Conference on Artificial Intelligence ICML – International Conference on Machine Learning ECML – European…

Popular DS, AI, ML Datasets

Popular DS, AI, ML Datasets

Popular DS, AI, ML Datasets Google Scholar research.yahoo.com Yahoo Datasets – Data.gov kdnuggets- Datasets for Data Mining and Data Science UCI Machine Learning Repository Datasets | Kaggle data.world – Travel data.gov.in data.gov.uk tn.data.gov.in Tamilnadu surat.data.gov.in Surat City Cricket Data : Cricsheet freeCodeCamp/open-data College Scorecard Data Github-Awesomedata: awesome-public-datasets Census of India GitHub – sumeetkr/AwesomeFakeNews: This repository…

DS, AI, ML Research Journals

DS, AI, ML Research Journals

Popular DS, AI, ML Research Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. Research Journals arXiv.org e-Print archive ScienceDirect.com| AI Journal IEEE Xplore Digital Library (paid) ISCA-Students.org| Resources AI Journals| Springer Journal of Machine Learning | springer Information Retrieval Journal | Springer ACM Digital Library Sci-Hub: removing barriers…

Popular DS, AI, ML Online Course, Tutorial, Videos

Popular DS, AI, ML Online Course, Tutorial, Videos

Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yaser Abu-Mostafa (2012-2014) Machine Learning – Carnegie Mellon by Tom Mitchell (Spring 2011) Neural Networks for Machine Learning by Geoffrey Hinton in Coursera (2012) Neural networks class by Hugo Larochelle from Université de Sherbrooke (2013) Deep Learning Course by CILVR lab @ NYU (2014) A.I…

What is XAI Meaning

What is XAI Meaning

XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated. In reality, many of these terms are so simple and obvious from a natural intelligence perspective that once we know it we feel it is very simple. But from the technology perspective,…

Reinforcement Learning Repositories

Reinforcement Learning Repositories

Reinforcement Learning Repositories # URL Description 1 https://github.com/openai/baselines OpenAI Baselines: high-quality implementations of reinforcement learning algorithms 2 https://github.com/hill-a/stable-baselines A fork of OpenAI Baselines, implementations of reinforcement learning algorithms 3 https://github.com/openai/spinningup An educational resource to help anyone learn deep reinforcement learning. 4 https://github.com/google/dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. 5…

Technologies AI, ML Technologies

Technologies AI, ML Technologies

Platforms Node.js – Async non-blocking event-driven JavaScript runtime built on Chrome’s V8 JavaScript engine. Cross-Platform – Writing cross-platform code on Node.js. Frontend Development iOS – Mobile operating system for Apple phones and tablets. Android – Mobile operating system developed by Google. IoT & Hybrid Apps Electron – Cross-platform native desktop apps using JavaScript/HTML/CSS. Cordova – JavaScript API for hybrid apps. React…