Python for Data Science Foundation

Certification jointly by IIT MADRAS PRAVARTAK and GRADSKEY

  • Foundation
  • Medium
  • Certificate

This program is tailor made for the students to gain confidence in Python Data Science Foundation and secure certification from preimier institution.

  • Register ₹1990/-
  • Download Handout

Overview

  • Learn Python – the most popular programming language for Data Science.
  • Get experienced in fundamental problem solving skills using Python language structures, control and inbuilt libraries.
  • Gain Proficiency in using most commonly used Python libraries in Data Science – such as Pandas, Numpy, Matplotlib.
  • Gain working knowledge with Python APIs that are commonly used in Data Science – such as Beautiful Soup with Data storage and retrieval from Database.

Schedule

  • This course is a self paced 4 week course,
  • with around 24 hours of class videos with python coding, data structuers, libraries, applications, etc.
  • and 2 hours of weekly LIVE interactive online doubt-clearance session (personalized of in a small group) with solutions to weekly assignments.
  • This course will provide you hands-on creating a projects, and will cover a good amount of interview questions in each topics.

Audience

This course is for freshers, professionals, and college Students from any degree/discipline, who are looking to get confidence before looking for a job / switch to Python Data Science domains.

Objective: To gain foundation for the industrial scenarios of Python Data Science domain.

Language: Python.

Outcome: Students to gain confidence in applying Python Data Science jobs with this premier institution certificate.

Syllabus

24 hours of study materials (videos), Weekly 2 hours of LIVE Interactive discussion session with Industrial Instructor.

 

Unit-1: Python Fundamentals
Introduction to programming languages: Python,
Introduction to Industrial coding practices.
Python Syntax, data types, variables, operators, input/output, control structures.
Functions and Modules.
Unit-II: Python Data Structures
Data Structures – lists, tuple, dictionaries, sets, store/manipulate date.
File handling
Exception handlings.
Unit-III: Problem Solving with Python data structurs
Problem solving with Loops, Arrays, sub-arrays, Strings in Python
Problem solving with Stack, Queues, Priority Queues, Hash map in Python
Time complexity and Space complexity – overview
Unit-IV: OOPs in Python
Inheritance
Polymorphism
Encapsulation
Problem solving with OOPs concepts
Unit-V: Data Science Python Libraries and problem-solving using them
Data handling with Pandas and MongoDB
Scientific computing with Scipy
Probability and statistics with Numpy
Data visualization with seaborn, matplotlib
Unit-VI: Application with API/DB at the backend
Data collection with BeautifulSoup (Python),
Making API requests and handling JSON data with requests library,
Introduction to sensor data collection and formatting.
Data Storage: overview of DBMS/SQL.
Setting up a basic MySQL database.
Creating tables, inserting data, and querying data with SQL.
Data retrieval: Writing SQL queries for data retrieval from relational databases.
Introduction to data aggregation and filtering.

FAQ

Nothing.

Yes. You will get IIT Madras Pravartak Foundation Certificate when you get at-least 60% of the course mark. You will get GradsKey certificate if you get more than 50% of the course mark. Course marks would be cumulative of weekly assignments/test, projects, viva, and mock-interviews that happens than and there.

Yes, with this certification, you will be referred to companies for Internship in your pre-final year, and you will be referred for Pre-placement offers in your final year.

Immediate placement referrals for the freshers and professionals.

This would be through our corporate partners and corporate partners of IIT Madras Pravartak.

Yes. You will get access to the video of this live interactive workshop demo and lectures, which will be made available for a two years.

At the end of every week, the video of the class lectures/demo will be uploaded.

Yes, GradsKey offers good discounts and sometimes waves off the entier fee for the economically deserving students.

You just have to contact us with the proof, we will do our best from our end.

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Instructor

Corporate Instructors

From Premier Companies.

“Instructors are from Corporate – Software Engineers from premium companies, working on the cutting-edge technologies and Java on a day to day basis..”

IIT Mentor

Dr. Ranganathan has done his PhD from Clarkson University, USA. With 25+ years of experience, he is skilled and experienced to ideate, research, implement, lead and build end to end products that use data driven models for providing insights, fault diagnosis, closed loop control actions. His Specialties are: Machine learning, Process Control, algorithm development, Advanced Process Control, Model Predictive Technology, Fault detection and diagnosis, Applied Optimization.
Dr. Ranganathan
Adjunct Professor at IIT Madras, Ex-Fellow at Honeywell

What Our Learners Say

The finest course I've found is this one coached by Gradskey, and it's really helping me improve my coding abilities. This course teaches us how to incorporate algorithms and real-world problems into codes, which will help us find career with a recognized company that offers premium benefits.Thanks SRM University for adding this course into our curriculum.
Rohit Kumar
Rohit KumarSRM, AP
My experience at GradsKey was amazing. Their DSA course covers all the topics that are required for the Software Industry. The difference between this platform and the others as per my experience is the essence of communication and also the best and experienced mentors. In my opinion, after joining this program you will not regret it. I personally feel more confident in DSA after joining this platform.
Satyam Mishra
Satyam Mishra Indian Institute of Information Technology, Kota, Jaipur.
The systems to attain the goals are more impactful and result in actual progress. GradsKey helps the users build good systems and discipline in programming that will help them sustain their careers for a long time. This is a great blessing for students to seek feedback and improve continuously. For those who have already built a great system and discipline to think and execute programming in a structured way, this platform offers industry entry points to shine further.
Parthasarathy
ParthasarathyTechnology Leader, Lululemon.
Gradskey instructors are teaching us every concept and their approach is good. we are improving our coding skills by this course.
Sriya
SriyaSRM, AP
GradsKey provides platform for students to build strong technical skill, great foundation for bright career by providing ideas, guidance, mentorship, industry connect and hands on experience for real life problems there by connecting the theory and practical aspects which is the fundamental gap we have today.
Radhakrishnan
RadhakrishnanSystems Manager, Wipro.
Glad to share my feedback after experiencing the academic process and different methods used for teaching by gradsKey. It introduced me to coding platforms like codechef and leetcode. The course was helpful in improving my coding skills along with enhancing my profile on competitive platforms. Thanks to gradsKey.
Radhakrishnan
RadhakrishnanSystems Manager, Wipro.

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