Free e-Books and YouTube Gallery for Researchers

- November 18, 2018

Dear Researcher,

This article might be useful for researcher in all stages of your research activity right from problem statement, literature review, hypothesis formulation, design of experiments, experimentation and research writings.

YouTube video to watch Art of Research Writing:

https://www.youtube.com/watch?v=02iqxtigkK4

Roadmaps and Important links.

To learn languages based on projects.

Github: https://github.com/tuvtran/project-based-learning

Python Machine Learning Book

Github: https://github.com/rasbt/python-machine-learning-book

Coding Practice and Algorithms

Github: https://github.com/jwasham/coding-interview-university

What every programmer should know

Github: https://github.com/mtdvio/every-programmer-should-know

Awesome public datasets

Github: https://github.com/awesomedata/awesome-public-datasets

Awesome Machine Learning

Github: https://github.com/josephmisiti/awesome-machine-learning

Awesome Deep Vision

Github: https://github.com/kjw0612/awesome-deep-vision

Awesome tensorflow

Github: https://github.com/jtoy/awesome-tensorflow

Awesome Project Ideas

Github: https://github.com/NirantK/awesome-project-ideas

Awesome NLP

Github: https://github.com/keon/awesome-nlp

Best of Jupyter

Github: https://github.com/NirantK/best-of-jupyter

Deep Learning paper reading roadmap

Github: https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

Paper to Code

Github: https://github.com/zziz/pwc

Reinforcement Learning

Github: https://github.com/dennybritz/reinforcement-learning

Google dataset search

Link: https://t.co/iXFwNCDaUN

Best Practices for ML Engineering

Link: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf

List of Tutorials - Medium Article

Link: https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc

Awesome list of people and blogs to follow to keep yourself updated in the field

Link: https://medium.com/@alexrachnog/ultimate-following-list-to-keep-updated-in-artificial-intelligence-32776ffcd079

Google's guide to Machine Learning

Link: https://techdevguide.withgoogle.com/paths/machine-learning/

https://www.tandfonline.com/toc/tjca20/current

International Journal of Computers and Applications

Special issue on sustainable computing for intelligent systems

It takes 2months time for accepting

It is superior than scopus

List of ISI Journals grouped based on the research domain and research area

https://drive.google.com/drive/u/1/my-drive?ogsrc=32

*Frequently used Machine Learning/Data Science Concepts to beginners with short 5-10 mins video*.

Check out YouTube video links below.

*Linear Regression:* https://lnkd.in/fN_s7cA

*Logistic Regression:* https://lnkd.in/fQRF759

*Supervised Learning:* https://lnkd.in/f3VfpcK

*Unsupervised Learning:* https://lnkd.in/fr55p5a

*Regression Vs. Classification:* https://lnkd.in/f6eErj8

*CART-Regression:* https://lnkd.in/faR9tZF

*K-mean Clustering:* https://lnkd.in/fJwR2QU

*K-nearest Neighbor:* https://lnkd.in/f_X5Fzv

*SVM (Support Vector Machine):* https://lnkd.in/fCbrw6Q

*ANN (Neural Network):* https://lnkd.in/faBCakk

*CNN (Convolution Neural Network):* https://lnkd.in/fPwzrN5

*Youtube channel:-*

🧐

https://www.youtube.com/channel/UC_vhGNLvRdqoIuAYLgQ8skQ

This is for ML enthusiastic beginners.

Research Methodology- Total 10 Books

(please open this link only in Google Crome) If link direct not work than copy whole message and paste in word file and than copy individual link and paste google search in google crome browser.

1. Social Research Methods 5MB.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxQk5yOWpXdUlGbWM/view?usp=drivesdk

2. Research-Methodology 1.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxNXBvU2dGVlJhSTg/view?usp=drivesdk

3. Research Methods The Basics -Nicholas Walliman (Eng) 1.47 MB.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxWGcwOE41X3F6emM/view?usp=drivesdk

4. Research Methods in PsychologyIndex 6MB.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxTGJ4V3hQWFRxdTQ/view?usp=drivesdk

5. Research Methods MB.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxeEE3Wnd6VjBySUE/view?usp=drivesdk

6. RESEARCH METHODOLOGY TOOLS AND TECHNIQUES (Eng) 1.02 MB.pdf

https://drive.google.com/file/d/0Bwk5FIsI0ctxZTlXblZsb2cyRXc/view?usp=drivesdk