Python Programming for Beginners in Data Science
MP4 | Video: AVC 1280 x 720 | Audio: AAC 44 Khz 2ch | Duration: 14:07:37 | 4.79 GB
Genre: eLearning | Language: English

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. So, to fill that gap, we have created a course that covers just enough Python for you to start up and running 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 required programming background let alone Python skills. This Python online training program is designed to let you start all the way from the basics. It teaches you the basic 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 just give a good inventory of the topics 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 langauge. It can be used for a variety of 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 a good position to apply your python skills to apply to any of the Machine Learning or Data Science algorithms in Python.

Who this course is not for ?