For Machine Learning Mastery Offered by IISc Faculty
Dive into the dynamic world of Python programming tailored specifically for the budding machine learning enthusiast! Our meticulously crafted course, provides a step-by-step guide into the very essentials of Python, paving your path towards mastering machine learning. From the fundamentals of Python to powerful tools like Numpy and Pandas, to the art of visualizing data with Matplotlib & Seaborn, this course ensures a robust foundation. Whether you're a complete novice or looking for a refresher, gear up to harness the power of Python for your machine learning journey!
Interactive Live Sessions
Jan 2nd week
Five days short term python foundations program
06:00- 08:00 PM
₹ 1000 + 18% GST
What our learners say about the course
"I'd be delighted to give feedback for this course. It covers fundamental Python ideas. Examine whether the evaluations utilized in the course, such as quizzes and assignments, are appropriate. They are efficient at evaluating our comprehension and use of Python ideas. The curriculum promoted participation and active learning. There are possibilities for group discussions and practical coding tasks. The quality and timeliness of feedback on assignments and assessments are excellent."
Dr N. Annapoorani
"This course has been incredibly helpful in kickstarting my journey to learn Python. As a beginner, I've gained a solid foundation of knowledge in Python, and I intend to use this course as a starting point to further develop my skills."
National Institute of Technology Goa
"I had an excellent experience during the Python Foundations course. The well-structured three-day workshop, covering essential libraries like NumPy, Pandas, Matplotlib, and Seaborn in just 5 hours per day, provided a solid foundation. I appreciate the comprehensive content and engaging teaching style. Highly recommended!"
Sri Vasavi College
"When I joined the course, I was only familiar with some basics of Python. Now, I have been introduced to Numpy and Pandas. The shared notebooks are truly helpful for self-study and future reference. The assignments and quizzes were highly engaging."
"Topics covered in today's sessions were new to me. It gave me some basic ideas about how to import data and related things."
"Overall, a nice effort of perfect content and delivery. The assignments are too simple in most of the cases but makes sense due to time constrains. Amazing work overall. Appreciate the team for the effort on putting this together."
K S ABIRAMI NACHAMMAI
"Very resourceful and well-structured course" Sutirtha M Chegg India Pvt.Ltd
"The class is very useful to me. I got so many ideas for my UG project."
If you're intrigued by the transformative capabilities of Artificial Intelligence (AI) and Machine Learning (ML) and are looking to embark on a journey in these fields, this course serves as an ideal starting point. Understanding Python is pivotal, as it's one of the primary languages used in ML and AI development.
For professionals from non-technical backgrounds or those in different tech domains aiming to switch their career trajectory towards AI and ML, this foundational Python course will provide the necessary stepping stone.
Students from various educational backgrounds, be it science, engineering, finance, humanities or even schools, who are eager to integrate Python programming and machine learning techniques into their academic projects or research.Career Changers looking to transition into a new career field and need to acquire relevant skills in Python
Those possessing a sincere fascination for programming, data science, AI, or ML, even as a personal interest. If you're a self-motivated individual aiming to enhance your skills independently, this course can serve as your guiding companion.
Participants should have access to a computer with internet connectivity to engage in the online lectures, exercises, and practical sessions.
What is included ?
Engage with interactive lessons that incorporate multimedia elements like videos, quizzes, and exercises to enhance your understanding and retention of the material.
Participate in online discussion forums where you can connect with fellow learners, share insights, ask questions, and engage in meaningful discussions related to the course content. .
Participate in Lab sessions that reinforce learning, allowing you to apply acquired concepts and skills. Gain hands-on experience and build confidence in the subject matter.
All participants will be awarded a Course completion certificate from ZenteiQ.
Python Basics with ChatGPT
Control Structures: Loops and Conditional Statements
Functions and Modules, Co-programming with ChatGPT
Python Data Structures
Lists, Tuples, and Dictionaries
List Comprehensions and Generators
Manipulating and querying data structures
Numpy: Numerical Python
Arrays and Matrix Operations
Random Number Generation
Basic Statistical Functions
Pandas: Data Manipulation
DataFrames and Series
Data Cleaning Techniques
Data Exploration and Visualization Basics
Matplotlib & Seaborn: Data Visualization
Creating Basic Plots: Bar, Line, Scatter
Introduction to Seaborn for statistical visualization
Frequently Asked Questions