Data Science Certificate Program

A Brief History of Python Versions | Installing Python | Variables | Data Types | Dynamic Types | Python Reserved Words | Naming Conventions | Instruction/Statement | Basic Syntax Comments | Receiving Input | Type Conversion/Casting | Numeric | Data Types | Boolean Data Types | Swapping | Strings | Arithmetic Operations | Operator Precedence | Math Functions | Indentation | If Statements | Logical Operators | Comparison/Relational/Conditional Operators | Assignment Operators | Ternary Operators | While Loops | Break & Continue Statement | Sum of n Numbers Program | For Loops | For-While Comparison | For with Range Function | Nested Loops 

Lists | List Methods | Range Function in a list | 2D Lists/Matrix | Tuples | Unpacking/Comparing | Difference between List and Tuple | Set (Union/Intersection/Difference) | Difference between List and Set | Dictionaries | Functions | Parameters/Arguments | Keyword Parameters/Arguments | Default Parameter Value | Return Statement | Lambda Function | Map and Filter function | Zip Function | Recursion

Object Oriented Programing (OOP) | Classes | Objects | Introducing Method | Default Constructors | Parameterized Constructor | Pass Statement | Intro to Inheritance | Single Inheritance | Hierarchical Inheritance | Multilevel Inheritance | Multiple Inheritance | Method Overloading | Method Overriding | Encapsulation | Polymorphism

Understanding the RDBMS | Database Normalization | NoSQL database | Select Statement | Filtering with where clause | Joining multiple conditions | Order By | Distinct |TOP/Like | Download SQL Server | Unzip the ISO file | Installation SQL Server | Download SQL Server Management Studio | Running SQL Server Management Studio | Sql server join types | Inner join | Left Join | Right Join | Full Join | Union | Union all | Intersect | Except

Numpy Array | List vs Numpy Array | Environment | Anaconda | Download | Installation | Anaconda Details | Get started with Jupyter Notebooks | Details Presentation | Initializing Arrays | Zeros | Ones | Identity | Full | Rand | Randint