Digest of articles on data analysis and big data
I often read Habr and noticed that recently there have been news digests on many topics, such as web development in php, development in Python, mobile applications, but I have not seen a single selection in the currently popular direction, namely data analysis and big data.
Below I decided to collect a small selection of materials on this topic. Because there are not so many materials in Russian, mainly English-language articles were included in this digest.
Who is interested in this topic, I ask a tackle. And also I am waiting for comments, suggestions and additions, I will be very glad to receive feedback.
Below I decided to collect a small selection of materials on this topic. Because there are not so many materials in Russian, mainly English-language articles were included in this digest.
Who is interested in this topic, I ask a tackle. And also I am waiting for comments, suggestions and additions, I will be very glad to receive feedback.
Theory
- Ranking Algorithm and NFL (Part 1)
- Data Warehouse Architecture
- Where to start learning data analysis
- What an analyst needs to know about floating point calculations
- How to detect false correlations and find the correct ones
- An example of using Map-Reduce on real data
Books
The practice of using various tools
- Python implementation of a highly accurate neural network
- Using AQL to Analyze Twitter
- Reading and Writing Redis with Go
- Hive vs Pig. What do I need so much ETL for?
- Excellent plot.ly features
Educational videos
Miscellaneous Related Articles
- Automatic detection of criminal sites using clustering methods
- Mini-study: 4 functional groups of specialists in analysis
- 50 Model Companies Using Big Data
- Is it possible to build an artificial supermind without completely copying the human brain
- The Potential of Big Data to Explore the Universe
- 6 categories of specialists according to
- 66 questions for interviewing a data analysis specialist
- What is predictive analytics?
- Can we come up with an indicator, better R-square?
- History of statistics
- A selection of articles on SQL, BI, data analysis and visualization
- Analysts need Big Data, but they don’t need Analysts
- 50 new tools for data analysis and visualization
Only registered users can participate in the survey. Please come in.
Do I need to do such digests weekly
- 94.1% Yes, it would be good 481
- 1.3% Yes, but not Habré 7
- 4.5% No, they have no meaning 23
What period for the digest would you be interested in
- 24.9% Week 104
- 39.8% 2 weeks 166
- 35.2% Month 147