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Name: Mayank Jain
Type: User
Bio: I am a Data Analyst. I am seeking an entry-level Data Scientist or ML Engineer position. #Python #SQL #Excel #PowerBI #ML #DL #NN #CNN #CV #NLP
Location: Indore
Name: Mayank Jain
Type: User
Bio: I am a Data Analyst. I am seeking an entry-level Data Scientist or ML Engineer position. #Python #SQL #Excel #PowerBI #ML #DL #NN #CNN #CV #NLP
Location: Indore
SQL Syntax, Subquery, String Numeric Datetime Functions, GroupBy aggregation Functions, Window Functions, CTE, View
UK Retail Stores has a critical requirement for business to understand the value derived from a customer. RFM is a method used for analyzing customer value. Customer segmentation is the practice of segregating the customer base into groups of individuals based on some common characteristics such as age, gender, interests, and spending habits Perfor
All Cheat Sheets - Full Stack Data Science
Concept used: Python klib library for data cleaning, data preporcessing, data visulalization
Understanding why customers are leaving an online e-commerce company.
Concept Used: Exploratory Analysis, Visual Analysis, Statical Analysis, Data Cleaning, Data Preprocessing etc.
Concept used: Dashboard, combo chart for profit sale, map chart for city sale, waterfall chart accumulated sale, calculated field for profit margin percentage
Concep used: Excel Dashbord, Category Slicer, Date Timeline, Conditional bars
Concept used: Google sheets, Real-time data tracking, Cloud saving and sharing, Miniature charts in a cell
Concept used: Pivot table, Charts, Dashboard
Concept used: Data Cleaning, String Functions, Pivot Tables, Data Visualization, Data Summary, Insights
Concep used: create the layout of dashboard, bring all charts together on the dashboard, add vertical and horizontal slicers, connect all these charts to common slicers.
Concept Used : Linear Regression, Ridge regression, Lasso regression, Testing the assumptions of linear regression.
Concept used: Data Preprocessing, Feature Engineering, Machine Learning algorithms for training purposes like Decision Tree, Random Forest, SVC, Logistic Regression, XGB Regressor, etc.
Concept used: Data Preporcessing, Feature Engineering, Label Encoading, DecisionTreeRegressor, RandomForestRegressor
Concept used: K means clustering
Exploration, Insight generation and Visualization of Olist E-commerce sales data using Python and POWER BI
Concept used: Python function, try-exepct, If-else, for loop, library modules, visualization, hypothesis testing, parametric and non parametric tests
Concept used: SQL exploratory data analysis, Tableau Visual data analysis
Concepts used: Missing values handing, Impute mode, Unpack list, Pivoting
Concept used: Statical analysis, Visual analysis, Outliers handling
Concepts used: Bootstraping, Confidence Interval for the Mean
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