How To learn Data Science Books and Tutorial

Data science is a multiple sub-skills you should to have it starts from Data collection to information and prediction, and you pass by Data preparation (ETL, data wrangling..), Statistics, Machine leaning, Programming Skills (R or Python) Data visualization, Communication, and at the end Presentation.

To start I advise you to take this courses:

Some good Courses :

Data Science | Coursera certification from a good universities like Michigan , Stanford,…
Algorithms: Design and Analysis, Part 1 - Stanford University | Coursera
Data Science A-Z™: Real-Life Data Science Exercises Included ( Udemy)
Machine Learning A-Z™: Hands-On Python & R In Data Science(Machine Learning Udemy ) very good to start with it.
Deploying a Hadoop Cluster | Udacity , (Big data)

Free Certification

bigdatauniversity.com from IBM University. You will find a range of free courses with certifications, also they give you a learning Path For data science , Add you achievement certifs in Cv it will be a positive point.

Data Science 101
Deep Learning 101
Machine Learning with Python
Statistics 101

Starter Books:

100+ Free Data Science Books ( I personally Like it)
Big Data For Dummies it gives you a great overview of big data

then you should to do some hands-on, here I propose to start with Hadoop free open source ecosystem (you can use Hartonworks Platform).

Hadoop For Dummies.
Hadoop Beginner's Guide.

Advanced Books

Hadoop, the Definitive Guide By Tom White
The Elements of Statistical Learning: Data Mining, Inference, and PredictionBy Trevor Hastie, Robert Tibshirani, Jerome Friedman

MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems By Donald Miner

Practical Data Science with R By Nina Zumel and John Mount

How To learn Data Science Books and Tutorial

Webinars

Also I advise you to assist some webinars in Bright TALK and listen to this Podcast each week Kirill Eramenko invite and discuss with a data scientists

Listen to The Super Data Science Podcast: Big Data | Analytics Careers | Mentors | Success on TuneIn

big data | BrightTALK.

Blogs :

Getting a Free Data Science Education - insideBIGDATA

Hope That Helps, and I wish You a Good Luck and Happy learning Path.