What you’ll learn: Python Programming for Beginners in Data Science
Learn just enough Python Programming to do Data Science, Machine Learning and Deep Learning
Have a good understanding of the core concepts of Python Programming
Form a good programming base to be able to apply it to Machine Learning Algorithms
Just enough Object-Oriented Python as well
None in general – This is a beginner’s course
A PC or Mac with good internet connections.
All required software (like Python executable, IDE, etc.) can be downloaded.
Enough enthusiasm to learn the course through its quizzes and exercises.
Python Programming for Beginners in Data Science Description
Data Science, Machine Learning, Deep Learning & AI are hot areas right now. But to learn these, for some of us, programming is a bit of a problem. Not all of us are from a programming background. Or some come from a Java background and might not know python.
These days, Python is the de-facto ( almost ) programming language for Data Science. To fill that gap, we have created a course that covers just enough python for you to start up and to run with any of you the Machine learning algorithms you are interested in.
Python Programming –
Python programming is one of the core skills required for any Data Scientist. However, not all wanna-be data scientists have the background of programming needed, let alone Python skills. This Python online training program is designed to allow you to begin from the basics. It teaches you the necessary skills in python. Here are some of the topics we will discuss in the course. You don’t have to understand these topics just yet. The listing is to give an adequate inventory of the issues that we will be covering in this Python course.
- Variables, type conversions, flow control, operators & Expressions.
- Loops – for & while loops, nested loops, for else loops
- Strings, built-in and user-defined functions
- Data Structures – Lists, Dictionaries, Tuples, Sets
- Object-Oriented Python
- I/O, exceptions
- Standard library – date/time, file I/O, math, statistics & random numbers.
For any data scientist, these are the absolute essentials of python.
What about Data Science & Machine Learning?
This course does NOT teach you data science or machine learning. Python is a broad purpose programming language. It can be used for various purposes like building websites, process automation, DevOps, Data science, etc. However, this Python programming course is designed specifically to cater to the needs of the Machine Learning or Data Science learner. By the end of this course, you will be in an excellent position to apply your Python skills to apply to any of the Machine Learning or Data Science algorithms in python.
Who is this course not for?
Although most newbies or experienced folks will benefit from this course, it is not suitable for
- those experienced in python already.
- Those who already have some Python programming experience wish to learn more about its application in Data Science or Machine learning.
We have deliberately kept quite several videos for a free preview. Hopefully, this will enable you to judge our Python Programming course before you take it. Either way, Udemy’s 30-day return program will hopefully help you with a refund if you don’t like the course. However, we are positive you will enjoy the course.
- Non-Programmers interested to learn python as their first language
- Non-Python Programmers interested in learning Python for Machine Learning and Data Science
Ajay Tech is an IT Training company focused on Data Science, Machine Learning, Deep Learning, and Artificial Intelligence. Ease of learning is our key focus. So, all our courses are tailored specifically for beginners.
Although python is the primary programming language we use to instruct these courses, there are some R versions. Visit us on our website for written tutorials and course content.