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Python for beginners

Best course to learn python from beginning to end using our unique case based teaching approach.

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4.7

Rating

25 Hrs

Duration

Beginner

Level

25

Assignments

What you'll learn

Learn python programing in details from beginners level using our unique case based approch teaching method.
Will get real world project example of how different programming concepts are used in developing software products.
How to use python to explore and analyze data, create visualization and aslo develop API.
Also get understanding of Data sctructure, Algorithms and Object oriented programming.

Who should take this course

Anyone from any academic background whether student or working can take this course.
No prior programming knowledge is required, as every programming concept is taught in details.
Ideal for candidates who want to make career into AI and Machine Learning domain.
Who are looking for flexibility in learning like online, classroom or one to one based.

Skills you'll gain

Python programing
Numpy Array
Pandas Data frame
Data Structures
Function Creation
Variable Management
Debugging
File Handling
API Interaction

Course contents

Python Origin, Where it is used and comparison with other programming languages.

Vanila Installation
Anaconda Installation
Miniforge Installation

In command window also in IDE like Jupyter notebook and VS code.

Built-in data types
Variable assignment
Additional data types

Arithmetic operators
Assignment operators
Comparison operators
Logical operators
Identity operators
Membership operators
Bitwise operators

Slicing, modifying, concatenating and formating strings
Practical assignment

Access, update, add and remove list items
Copy, join and sort list
Practical assignment

Using "if then else" and "match"
Practical assignment

Using "for" and "while" loop
Practical assignment

Reading and writing txt, csv, excel and Json file
Practical assignment

User defined function
Lambda function
Practical assignment

Exception handling using "try"..."except"
Practical assignment

Applying regex function like findall, search, split and sub
Practical assignment

Applying python's inbulit math function to perform mathematical tasks on numbers
Practical assignment

Why tuple and various tuple operation
Practical assignment

Why set and various set operation
Practical assignment

Why dict and various dict operation
Practical assignment

Creating multi domentional array
Performing various array operations
Mathemetical operations using array
Practical assignment

Creating data frame
Performing various data frame operations
Exploratory data analysis and data manipulation
Practical assignment

Creating date objects using differnt formats
Practical assignment

How to create class and objects
Basics of object oriented programming using class
Practical assignment

Creating visualization using matplotlib, plotly
Practical assignment

Creating python based REST api
Practical assignment

Basic overview of Scikit Learn and Scipy library
Practical assignment

Advanced Python programming

This course will take individual to expert level python coding. It includes recursive functions, OOPs, Generators, Decorators, Multi processing, Unit testing and backend web development.

Machine Learning for beginners

This course includes Descriptive statistics, Inferential statistics, Supervised learning, Unsupervised learning, Model evaluation and Time series forecasting.

Road to Data Scientist

This is a combo course to become an expert data scientist. It includes Python programming, Machine learning, Natural language processing and Deep learning courses.