Published inTowards AI·May 2, 2021Are you Confused with Correlation and Causation?Difference between Correlation and Causation — What is a “Co-relation”? “Co-relation” is simply a relationship. If there is a correlation between two variables, we can observe a pattern between them. Positive Correlation: When X increases, Y also increases or vice-versa 2. Negative Correlation: When X increases, Y also Decreases or vice-versa 3. No Correlation: When we can’t see any clear…Data Science2 min readData Science2 min read
Published inTowards AI·Mar 24, 2021E-commerce Data Analysis Using TableauK-mart sales strategy for the year 2020 based on the insights from the sales data in 2019. Introduction Kmart is a leading online retailer in the US and as part of their annual sales review meeting, they need to decide on their sales strategy for the year 2020 based on the…Data3 min readData3 min read
Published inTowards AI·Mar 20, 2021E-commerce Data Analysis for Sales Strategy Using PythonK-mart sales strategy for the year 2020 based on the insights from the sales data in 2019. Introduction Kmart is a leading online retailer in the US and as part of their annual sales review meeting, they need to decide on their sales strategy for the year 2020 based on the…Data Science5 min readData Science5 min read
Feb 21, 2021Data Science in Food IndustryWhat Data Science is? Data Science is a combination of various tools, algorithms, and machine learning principles to extract knowledge and insights from structured and unstructured data. What is the food Industry? The term food industry covers a series of activities like processing, conversion, preparation, preservation, and packaging of foodstuffs. …Food3 min readFood3 min read
Published inTowards AI·Feb 14, 2021Exploratory Data Analysis in Few SecondsEDA through Pandas Visual Analysis — EDA is a way to understand what the data is all about. It is very important as it helps us to understand the outliers, relationship of features within the data with the help of graphs and plots. EDA is a time taking process as we need to make visualizations between…Data Analysis3 min readData Analysis3 min read
Published inAnalytics Vidhya·Dec 9, 2020Understanding Artificial Neural Network In 7 StepsNeural Network for Data processing and recognizing Patterns in data. Neural Network Uses the concept of Artificial Neurons that works in a similar manner to neurons in our brain. Artificial Neural Network consists of a large number of interconnected neurons that are used to process information. How does an Artificial Neural Network work?Deep Learning3 min readDeep Learning3 min read
Published inAnalytics Vidhya·Jul 20, 2020Pandas Profiling: One-Line Magical Code for EDAAutomated Exploratory Data Analysis using the Pandas Profiling Python Library Exploratory Data Analysis is an approach for exploring/analyzing datasets to generate insights in visual form. EDA is used to understand the main characteristics of the dataset. EDA helps us to know missing values, count, mean, median, quantiles, distribution of data, correlation of variables with each other, data type, the shape…Data Science4 min readData Science4 min read
Published inAnalytics Vidhya·Jun 22, 2020Joining and Blending Data in TableauJoining — Combining the data between the same data source. Example — combining 2 more sheets within the same excel file. There are different types of Joins. 1.Inner Join — When we join 2 tables using inner join, the result is a table that contains values that match in both tables. Example: Here are Two tables Table A and BData Visualization6 min readData Visualization6 min read
