This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 month old but no more than 12 month old. The previous digest in this series was posted here a while back.
23 Great Blogs Posted in the last 12 Months
- The New Rules for Becoming a Data Scientist
- Learning R in Seven Simple Steps
- 12 Python Resources for Data Science
- 12 Statistical and Machine Learning Methods that Every Data Scienti…
- 15 Astonishing Tweetable Facts About Analytics
- Answers to dozens of data science job interview questions
- Deep Learning Demystified
- When Does Deep Learning Work Better Than SVMs or Random Forests?
- Automated Predictive Analytics – What Could Possibly Go Wrong?
- 20 Data Science and Mathematical Challenges
- Machine Learning Ontology
- 21 Scary Things Big Data Knows About You
- Machine Learning with Python – Why do they form the best combination
- Machine Learning Introduction
- 50 Shades of Grey – The Psychology of a Data Scientist
- Infographics: Exploring the Different Roles within Data Science
- Randomized Forest: A new class of Ensemble algorithms
- Kaggle Releases Data Sets About Global Warming: Make your own Predi…
- Feature engineering for building clustering models
- Ideas for improving already good models
- Searching Google for Images Similar to a Specific Image
- To Pie Chart or Not to Pie Chart?
- Self-Learn Yourself Apache Spark in 21 Blogs
Top DSC Resources
- Article: Difference between Machine Learning, Data Science, AI, Deep Learnin…
- Article: What is Data Science? 24 Fundamental Articles Answering This Question
- Article: Hitchhiker’s Guide to Data Science, Machine Learning, R, Python
- Tutorial: Data Science Cheat Sheet
- Tutorial: How to Become a Data Scientist – On Your Own
- Tutorial: Advanced Machine Learning with Basic Excel
- Categories: Data Science – Machine Learning – AI – IoT – Deep Learning
- Tools: Hadoop – DataViZ – Python – R – SQL – Excel
- Techniques: Clustering – Regression – SVM – Neural Nets – Ensembles – Decision Trees
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