Introduction to Python and a bit of background of Software
  • Trainer Intro
  • Why Python Part I
  • Why Python Part II
Configuring Python Environment and Maneuvering software
  • Downloading and Accessing Python from Spyder
  • Using Jupyter based application to write Python codes
  • Basic commands in python to comment and execute
  • Saving ipynb file and uploading it to your system
Creating Objects in Python and Concept of Packages
  • Types of Objects - Single data elements in Python
  • Types of Objects - Multiple data elements tuples and lists
  • Types of Objects - Multiple data elements sets and dictionary
  • Summary of Object Types
  • Concept of Memory Location
  • Python Basic commands
  • Concept of Packages
  • Panda series at a glance
Indexing Python Objects
  • Indexing a tuple
  • Indexing list and multiple hierarchy objects
  • Indexing set and a dictionary
Converting Object type - Coercion of Objects
  • Converting Object type - Part I- Single data Element types object to Other
  • Converting Object type - Part II- tuple, list, set to Other Object types
  • List comprehension
  • Set functions
Operators in Python
  • Operators - Membership and Logical
  • Operators - and or
  • Case Study with and or Operator
Flow controls
  • If else conditions Part I - With 2 conditions
  • If else conditions Part II - More than 2 conditions
  • If else conditions Part III- Nesting if else
Python in-built Functions and User defined Functions
  • Python functions and Package specific functions
  • User defined function Part I - Non-parameterized function
  • User defined function Part II - parameterized function
  • User defined function Part III - With default value and embedding if else
Loops - For and While loop
  • Types of Loops - for and while loops
  • Types of Loops - for loop in detail with examples
  • Types of Loops - While loop in detail with examples
NumPy Package
  • NumPy Package & Introduction to Array
  • NumPy Array - 1D and 2D
  • Array - 3D
  • Array computations and functions
Intro to Pandas Package and Data Wrangling with Pandas
  • Overview of Pandas package
  • Pandas Series
  • Pandas - Data frames
  • Pandas - Data frames - Indexing
  • Concept of working directory and Importing data
  • Data wrangling with data frames
What Next in your Career????
  • Upgrade your skills in Data Science and Machine Learning with Python and R