We are dealing with plethora of data and information in the world today and expectation is to predict and forecast how we can gain competitive advantage based on the information…
Since data scientist is a senior job title that comes with significant experience, even expertise, how can you become a data scientist fresh out of college, or from Coursera classes, or…
Blog Can you learn data science on the job? 11 LikesHere is another resource I use for teaching…
Blog Data science cookbook style code reference in 4 LikesThere's no doubt about it, probability and statistics is an enormous field, encompassing topics from the…
Blog Statistics for Data Science in One Picture 10 LikesIn financial markets, two of the most common trading strategies used by investors are the…
This book is also part of our…
Blog My Data Science Book - Table of Contents 131 Likes Data Scientist versus StatisticianMany statisticians think that data science is about analyzing data, but it is more than that. Data science…
Blog Data Scientist versus Statistician 10 Likes Simple Trick to Normalize Correlations, R-squMany statistics, such as correlations or R-squared, depend on the sample size, making it difficult to compare values computed on two data sets of different sizes. Here, we address this…
Blog Simple Trick to Normalize Correlations, R-squ 2 LikesThousands of articles and tutorials have been written about data science and machine learning. Hundreds of books, courses and conferences are available. You could spend months just figuring out…
Blog Hitchhiker's Guide to Data Science, Machine L 67 Likes Confidence Intervals Without PainWe propose a simple model-free solution to compute any confidence interval and to extrapolate these intervals beyond the observations available in your data set. In addition we propose a…
Blog Confidence Intervals Without Pain 5 LikesThis problem appeared as an assignment in the coursera course Natural Language Processing (by Stanford) in 2012. The following description of the problem is taken directly from…
Blog Some NLP: Probabilistic Context Free Grammar 3 LikesThe world is increasingly digital, and this means big data is here to stay. In fact, the importance of big data and data analytics is only going to continue growing in the coming years. It is a…
Blog How to Boost Your Career in Big Data and Anal 7 Likes Data Scientist vs StatisticianMany statisticians think that data science is about analyzing data, but it is more than that. Data science also involves implementing algorithms that process…
Blog Data Scientist vs Statistician 3 LikesEvery day, we…
Blog Big Data Visualization: How AR and VR Is Tran 2 Likes Top 20 Python libraries for data science in 2Python continues to take leading positions in solving data science tasks and challenges. Last year we made a blog post overviewing the Python’s…
Blog Top 20 Python libraries for data science in 2 17 LikesPosted 1 March 2021
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