• Introduction to NumPy & Pandas: Creating Arrays, Mathematical Operations, Reading/Writing Data, Data Manipulation
  • Data Visualization using Python modules: Matplotlib Library, Grids, Axes, Plots, Markers, Colors, Fonts, Bar Graphs, Pie Charts, Histograms
  • Web Scraping using Python Libraries: Beautiful Soup, Scrapy, Hands-on Web Scraping
  • Data Handling, Data Validation, and Graphs: Packages used in Machine Learning, Data Importing, Working with Datasets, Descriptive Statistics, Central Tendency, Variance, Percentiles, Outlier Detection, Variable Distribution Charts