Mastering Python - From Novice to Ninja (Beginner to Expert)
Learn Python with Machine Learning, Object Oriented Programming, Data Structures, Web Services, Multi-Threading and more
Description
Become a master of Python programming and get hired instantly with the most hired skill in 2024
This is the most detailed Python course on Udemy that will cover a vast variety of topics from the absolute basics all the way to expert-level, that we call a Python-Ninja. The course has more than 250 recorded video lectures, more than 40 hours of instructions, number of projects, homework and exercises to follow.
You learn the skills that are highly in demand in the industry today like machine learning, accessing web-services, object-oriented programming, data visualization and manipulation, data structures and more.
The course teaches you Python 3 in such a simple manner that you should be able to grasp and practice the code on your own alongside the lectures. The examples are simple to understand yet very relevant to real world requirements.
We start from the very beginning by helping you install required software on popular platforms like Windows, Linux and Mac. The course starts with basics of computers, how computers work, how data is represented and how programs solve problems on computers. Beginners can start from scratch even if they don’t know programming at all.
The course is equally useful if you’re moving from another programming language to Python. This course will get you up to speed with Python Syntax and you’ll be a Python Ninja in no time.
If you already know python basics, the course will teach you advanced topics. You can jump to later lectures and study the topics you don’t know. Complete this course, become an expert and add value to your resume today.
The course will make you complete a number of full-scale projects. The course comes with regular homework and exercises, quizzes and code samples to keep you on track with your Python learning.
The course content:
Introduction to computers and programming
Installing required software for learning Python 3
Getting Started with Python programming
Data basics in Python
Writing multi-line programs vs Console instructions
Variables and Arithmetic
Boolean Numbers and Binary Operations
Input and type casting
Conditions and decision making
Repeating code using loops
Code Reusability - Functions
Problem solving using Functions
Recursion
Introduction to Modules
Introducing Lists and composite data types
Data Sorting using Lists
2D, 3D and higher dimension lists
Sets, Tuples and Dictionaries
File handling and persistent storage
Handling CSV files, opening, searching, sorting and adding data to CSV
Exceptions and Errors
Creating Graphical User Interface (GUI) in python
Object Oriented Programming
Inheritance, Multiple Inheritance and Polymorphism
Programming is simple using Object Oriented Programming
Operator Overloading
Data Structures - Introduction to Queue
Data Structures - Stack
Introduction to Graph Theory
Using Graphs and handling data in graphs using Python
Threading in Python
Introduction to Internet and web requests
Weather App Project- A web service example
IP address locator Project – A web service example
Introduction to Machine Learning
Introduction to NumPy
Introduction to Pandas
Data Visualization - Matplotlib and Seaborn
Linear Regression
Decision Trees
Naïve Bayes Algorithm
Clustering and K Means Algorithm
You’ll receive a course completion certificate at the end of the course that you can showcase to your potential employer or can share it on your LinkedIn profile.
For some reason, if you don’t find the course the best fit, the course comes with a 30-day money back guarantee.
So, what are you waiting for? Signup for the course today and become a Python Ninja!
Who should join?
Absolute beginners, the programming novice who never programmed in any language before
Programmers who know how to code in other languages, can become Python expert with this course
Those who know python basics, can upgrade their skills by completing this course
What You Will Learn!
- Start fresh and build command on Python programming - Acquired the most hired tech skill employers are looking for.
- Master problem solving and building software that can scale and grow with time.
- Learn to handle acquire, manage, modify and manipulate data from a variety of sources. Data is the basis for the machine learning and data science etc.
- Learn how to make and use data structures in Python - Complete data structures course with examples
- Master Object Oriented Programming in Python - Complete OOP course with examples
- Create Graphical User interfaces in Python - Complete section with examples
- Learn graph theory and data handling with graphs using Python
- Learn to access web, make web service requests and make useful data utilizing the web services - Complete examples included
- Introduction to Machine Learning using Python including Numpy, Pandas, Matplotlib, ScikitLearn, Regression, Decision Trees, Clustering, Naive Bayes Algo & more
Who Should Attend!
- Those who want to build your career and earn big salary with the most hired skill in the market
- Beginners who want to start fresh and want to master the programming language.
- Those who want to switch from other languages to Python and be a champ in Python
- Professionals who never knew how to program, Python is easy and this course is for you.
- Students looking to learn Machine Learning but don't have a programming background
- Young school kids learning their first programming language
- College students who want to learn programming for their day to day problem solving
- Decision makers and leaders in organizations who want to learn the language to lead from the front
- Teachers who have been teaching other programming languages, want to switch to Python
- Students looking to start their career in data sciences, this course is a must