Sathish ManthaniCalculating 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
Sathish ManthaniPrinciples 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
Sathish ManthaniExploratory 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
Sathish ManthaniinAnalytics 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
Sathish ManthaniBias is not always intentionalIn data-driven decision making, a major cause of making wrong decisions are called as ‘bias’.Feb 3, 2020Feb 3, 2020
Sathish ManthaniDocumentation 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
Sathish ManthaniException 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
