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.5 min read·Mar 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…3 min read·Mar 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…3 min read·Mar 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…3 min read·Mar 9, 2020----
Sathish ManthaniBias is not always intentionalIn data-driven decision making, a major cause of making wrong decisions are called as ‘bias’.3 min read·Feb 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…2 min read·Jan 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…3 min read·Dec 26, 2019----