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Python Foundations

For Machine Learning Mastery
Offered by IISc Faculty

(55 Users)

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!

Mode of Delivery

Interactive Live Sessions
Next Cohort:

16-20 Jan 2024 (5 Days)
Schedule

Five days short term python foundations program
Level

Beginner
Duration

7:00 PM - 8:30 PM
Price

₹ 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
Bharathiar University


"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."

Hariharan S
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!"

VELLIYANGIRI P 
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."

Dr. Shikhi M
CET, Trivandrum



"Topics covered in today's sessions were new to me. It gave me some basic ideas about how to import data and related things."

Dr. Ganesamurthy S
Periyar University

"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."

Santosh
Working Professional
   " I enjoyed the all the sessions. Thanks a ton." 
 
    K S ABIRAMI NACHAMMAI  
    PSGiTECH         
                                                                   
                                                "Very resourceful and well-structured course"                                                                                                              Sutirtha M                                                                                                 Chegg India Pvt.Ltd
 "Practical section is very interesting."

  UMAPATHI V
  Bharathiar University

   "The class is very useful to me. I got so many ideas for my UG project."
                                                                                                              S.Swathi
                                                           Kongunadu Arts and science college
"The basic concepts of numpy and pandas were understandable."

Ms. Elizabeth Jeyanthi T
Bharathiar University
                                              "Wonderful training. Please extend the timings"

                                                                                 SANGA NARASIMHA RAJU
                                                                                           Working Professional

Target Group

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.

TargetGroup

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.

Target Group

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

Target Group

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.

 Eligibility Criteria


Participants should have access to a computer with internet connectivity to engage in the online lectures, exercises, and practical sessions.



What is included ?

Interactive Lessons

Engage with interactive lessons that incorporate multimedia elements like videos, quizzes, and exercises to enhance your understanding and retention of the material.

Discussion Forums

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. .


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Lab Sessions

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.

Certification

All participants will be awarded a Course completion certificate from ZenteiQ. 

Course Overview

Python Basics with ChatGPT

Variables, Data Types, and Basic Operations
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
Toolkit

DataFrames and Series

Data Cleaning Techniques

Data Exploration and Visualization Basics


Matplotlib & Seaborn: Data Visualization

Creating Basic Plots: Bar, Line, Scatter

Customizing Plots

Introduction to Seaborn for statistical visualization


Tech Stack

Throughout the course, you will gain practical experience and proficiency in using the following tools

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Frequently Asked Questions

What is the primary language of instruction for this course?
The course is delivered primarily in English.
What are the timings for the course?
The course includes live lectures in the mornings, starting from 9:30 am to 11:00 am, followed by a 30-minute break. There is another session from 11:30 am to 1:00 pm. In addition, there are lab sessions scheduled from 2:00 pm to 4:00 pm.
Is there any prerequisite knowledge required to enroll in this course?
No specific prior coding or technical experience is required. However, a basic understanding of computer operations and a keen enthusiasm to learn are recommended.
How is the course content delivered?
Content is delivered through online lectures, supplemented with interactive exercises and Q&A sessions. Additionally, recorded sessions will be available for reference or for those unable to attend live lectures.
Do I receive a certificate upon course completion?
All participants will be awarded a participation certificate from ZenteiQ. Additionally, a course completion certificate can be procured by paying a fee of INR 2000 + GST.
Can I access the course materials post-completion?
Yes, those who opt for the course completion certificate will have access to course materials for an additional 3 months after the course ends.
Which platform hosts the online exam?
The online examination will be facilitated through the Zenteiq examination portal. Detailed guidelines will be shared as the exam date approaches.
What if I encounter technical issues during the course or exam?
A dedicated technical support team is on standby to assist with any technical challenges. They can be reached via our provided contact channels.
How long will it take to receive the certificate after completing the online exam?
Successful candidates can anticipate their course completion certificates from ZenteiQ, within a fortnight post-exam.
Can international students participate in this course?
Absolutely! The course is open to global participants. However, course fees may differ for international attendees due to associated transaction and currency conversion costs.
What is the refund policy for the course fee?
A full refund, minus transaction charges, is available until the commencement of the course. Refunds will not be processed once the course has begun.
Does the course involve any hands-on or practical assignments?
Indeed, the course emphasizes practical proficiency in Python for Machine Learning, incorporating hands-on tasks, coding challenges, and regular assignments to bolster lecture content.
Is there a dedicated platform or forum for participant discussions?
Yes, upon enrollment, participants gain entry to an exclusive online forum. This platform encourages discussions, resource-sharing, and collaborative projects or challenges among peers.
Is it permissible to transfer or share my course access?
Course access is strictly personal. Transferring or sharing access can lead to enrollment termination without a refund.