Big Data Analytics and AI / Machine Learning with Python Coding / Programming (Beginner to Intermediate) Course Plan:

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(1hr)

Section 1 - Python Basics

o    Your first program

o    Types

o    Expressions and Variables

o    String Operations

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(1hr)

Section 2 - Python Data Structures

o    Lists, Tuples and Arrays

o    Sets

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(2hr)

Section 3 - Python Programming Fundamentals

o    Conditions and Branching

o    Loops

o    Functions

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(2hr)

Section 4 - Data Manipulation with Numpy

o    Data Types

o    Array Manipulation

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(2hr)

Section 5 - Data Processing with Pandas

o    Reading files with open

o    Writing files with open

o    Loading data with Pandas

o    Learn to connect to SQL database

o    Working with and Saving data with Pandas

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(2hr)

Section 6 - Graphs and Data Visualization in Matplotlib

o    Plotting Graphs

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(2hr)

Section 7 - Data Science: Statistical Analysis 

o    Prediction with statistics

 

(3hr)

Section 8 - Data Science: Real Life Example

o    Analyse data with in real life scenarios

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