This mind map lists all important Machine Learning Steps like mentioned below and few details about each topic. Machine Learning Steps 1. Data Extractions 2. Data Cleansing 3. Data Transformations 4. Data Preparations 5. Model Selection 6. Train the Model 7. Testing the Accuracy of the Model 8. Deploy the […]

# Month: August 2018

This mind map lists all important SQL Topics like mentioned below and few details about each topic. We can use this mind map as a learning progress tracker. Introduction to SQL Querying Data Sorting Data using SELECT Statement Filtering Data using WHERE Clause, Comparison operators & Logical operators Conditional Expressions […]

This mind map lists all important Data Science with Python Topics like mentioned below and few details about each topic. We can use this mind map as a learning progress tracker. Python Libraries for Data Science Numpy Pandas Matplotlib Seaborn Scipy Scikit-learn Machine Learning NLP Web Scraping Hadoop Integration with […]

This mind map lists all important Business Analytics with Excel Topics like mentioned below and few details about each topic. We can use this mind map as a learning progress tracker. Excel Basics Excel Formatting Excel Operations Sheet Operations Formulas Excel Text,Math Functions Excel Error Handling Logical Functions Statistical Functions […]

This mind map lists all important Data Science Topics like mentioned below and few details about each topic. We can use this mind map as a learning progress tracker. Introduction To Data Science Business Analytics with Excel Basic statistics Basics of Python Python for Data Science Introduction to R R […]