Big Data to Small Data – Welcome to the World of Reservoir Sampling
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Big Data refers to a combination of structured and …
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How Machine Learning Models Fail to Deliver in Real-World Scenarios
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Yesterday, my brother broke an antique at home. I …
10 Statistical Functions in Excel every Analytics Professional Should Know
ArticleVideo Book Overview Microsoft Excel is an excellent tool for learning and executing statistical functions Here are 12 statistical functions in Excel that you …
Understand Conditional Probability Solving the Monty Hall Problem!
ArticleVideo Book Overview Get to know what the Monty Hall Problem is. Understand conditional probability with the use of Monty Hall Problem. Introduction …
Hypothesis Testing: A Way to Accept or Reject Your Hypothesis Using p-value
ArticleVideo Book Introduction One of the most basic concepts in statistics is hypothesis testing. Not just in Data Science, Hypothesis testing is important in …
Statistics for Data Science: What is Skewness and Why is it Important?
ArticleVideo BookInterview Quiz Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, …
Statistics for Analytics and Data Science: Hypothesis Testing and Z-Test vs. T-Test
ArticleVideo BookInterview Quiz Overview Hypothesis testing is a key concept in statistics, analytics, and data science Learn how hypothesis testing works, the difference between …
What is Multicollinearity? Here’s Everything You Need to Know
ArticleVideo Book Introduction Multicollinearity might be a handful to pronounce but it’s a topic you should be aware of in the machine learning field. …
Getting into Deep Learning? Here are 5 Things you Should Absolutely Know
ArticleVideo Book Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. Concepts like hidden layers, convolutional neural …
What is the Chi-Square Test and How Does it Work? An Intuitive Explanation with R Code
ArticleVideo Book Overview What is the chi-square test? How does it work? Learn about the different types of Chi-Square tests and where and when …
