25 Questions to test a Data Scientist on Image Processing
ArticleVideo Book Introduction Extracting useful information from unstructured data has always been a topic of huge interest in the research community. One such example …
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25 Questions to test a Data Scientist on Support Vector Machines
ArticleVideo Book Introduction You can think of machine learning algorithms as an armory packed with axes, sword and blades. You have various tools, but …
30 Questions to test a data scientist on Tree Based Models
ArticleVideo Book Introduction Decision Trees are one of the most respected algorithm in machine learning and data science. They are transparent, easy to understand, …
30 Questions to test a data scientist on K-Nearest Neighbors (kNN) Algorithm
ArticleVideo Book Introduction If you were to ask me 2 most intuitive algorithms in machine learning – it would be k-Nearest Neighbours (kNN) and …
30 Questions to test your understanding of Logistic Regression
ArticleVideo Book Introduction Logistic Regression is likely the most commonly used algorithm for solving all classification problems. It is also one of the first …
30 Questions to test a Data Scientist on Deep Learning (Solution – Skill test, July 2017)
ArticleVideo Book Introduction Whether you are a novice at data science or a veteran, Deep learning is hard to ignore. And it deserves the …
![30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]](https://cdn.analyticsvidhya.com/wp-content/uploads/2017/07/03095309/text-mining_small_H5AMwWm-360x193.png "30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]")
30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]
ArticleVideo Book Introduction Humans are social animals and language is our primary tool to communicate with the society. But, what if machines could understand …
![30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]](https://cdn.analyticsvidhya.com/wp-content/uploads/2017/07/03094331/liner_reger_small-360x193.png "30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]")
30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]
ArticleVideo Book Introduction Linear Regression is still the most prominently used statistical technique in data science industry and in academia to explain relationships between …
42 Questions on SQL for all aspiring Data Scientists
ArticleVideo Book Introduction SQL is a universal tool in data science. Irrespective of which language you use as your main tool – you need …
40 Questions to test your skill in Python for Data Science
ArticleVideo Book Python is increasingly becoming popular among data science enthusiasts, and for right reasons. It brings the entire ecosystem of a general programming …
