BISP 

60% Complete Courses » Data Analysis using Python
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Module 1: Introduction to Python
  • Introduction to Python
  • Installation and Configuration Python
  • Custom Environment Settings
  • IPython Notebooks
  • Module 2 : Using Python to Control and Document Your Data Science Processes
    • Basic objects in Python
    • Variables and self-defining functions
    • Control flow
    • Reading and Writing Data
    • Simple Plotting
    • Module 3: Accessing and Preparing Data
      • Loading from CSV Files
      • Accessing from SQL Database
      • Accessing From Online Cloud Database
      • Cleansing data with Python
      • Normalizing data
      • Formatting data
      • Module 4: Numpy Essentials
        • The NumPy array
        • 2D plotting with Matplotlib
        • N-dimensional array operations and manipulations Module 5 : Exploring data with Pandas and scipy.stats
          • Data manipulation with Pandas
          • Statistical analysis with Pandas
          • Time series analysis with Pandas
          • Overview of statistical tools in scipy.stats
          • Module 6: 3D/Advance visualization
            • Creating 3D Bars
            • Creating 3D Histograms
            • Animation in matplotlib
            • Plotting with Images
            • Plotting data on a Google Map using API
            • Module 7: Packing and Distributing package/Solution
                Case Studies
                • 1. Analyzing Financial Data and Creating CFO Dashboard
                • 2. Build Global HR Analytical Model
Course Id:
PYT005 
Course Fees:
241 USD