Calculating Expected Returns of a Stock using CAPMCapital Asset Pricing Model(CAPM) is a popular model in finance for calculating the expected return of investments in the stock market.Mar 27, 2021Mar 27, 2021
Principles of Data Science projectHumans have the natural habit of learning from past experiences, we even try identifying patterns from our experiences. Data Science…Mar 31, 2020Mar 31, 2020
Exploratory Data Analysis — Python Vs RExploratory data analysis (EDA) is one of the steps in widely followed CRISP-DM methodology. This step involves analyzing the data from an…Mar 9, 2020Mar 9, 2020
Published inAnalytics VidhyaFeature extraction and challengesIt becomes complex to train machine learning models when the dataset has a greater number of features. Less the features, the better the…Mar 9, 2020Mar 9, 2020
Bias is not always intentionalIn data-driven decision making, a major cause of making wrong decisions are called as ‘bias’.Feb 3, 2020Feb 3, 2020
Documentation Best PracticesI always believe that documentation for any project is as equal as coding itself, it is the only source of information in those cases…Jan 31, 2020Jan 31, 2020
Exception Handling Basics in PythonIt is possible for any program to receive incorrect input data via user input or via transformed variables or via input files. So, the…Dec 26, 2019Dec 26, 2019
Privacy, Ethics, and Machine learningMachine learning models need data to be trained for accurate predictions and forecasting. However, collecting data to the extent that it…Dec 23, 2019Dec 23, 2019
Class Size ParadoxClass size paradox tells us that students tend to experience a greater number of classmates than the true average class size because most…Nov 24, 20191Nov 24, 20191
Git version controlI worked on other version control tools in the past but not Git. So this is what I learned about Git by reading -Nov 23, 2019Nov 23, 2019
