Data science for business
Art of Data science
1. Learn machine learning and data mining
- Top 10 algorithms for data mining
- Elements of statistical Learning
- Introduction to statistical learning with R
- Mining massive datasets
- Neural networks and deep learning
2. Learn to code
- Python machine learning
3. Learn databases
- Learning SQL, 2nd ed.
- Learning SQL the hard way
4. Learn data visualisation and report
5. Learn big data
- Learning Spark
- Mastering Apache Spark
- Hadoop: The definitive guide
- Hadoop explained
- Python ???
- Big data now: 2014 edition
- Big data: Principles and Best Practices of Scalable Realtime Data Systems
6. Get hands-on experiences, read/write blogs, boot camps, etc.
References
- http://www.kdnuggets.com/2016/04/top-10-essential-books-data-enthusiast.html
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