Python
for Data Science Training
your journey to becoming a confident
Data Scientist
ABOUT
THE PROGRAM
WANT TO KNOW MORE?
Programme HIGHLIGHTS
-
LEARNXT will certify you as a Python for Data Science Professional after successfully completing the course - Gain hands-on experience
- 36 hours of e-learning content delivered by industry experts
- LEARNXT Alumni membership to be a part of the network of future Python for Data Science Professionals
- 32 hours of instructor-led live sessions
- Lifetime access to the courseware on AI based StudyNxt Platform
- Module Presentations
- 100+ Unit-end quizzes
- 14 Assignments
- Exercises
- 3 Case-studies
- Module Presentations
- 100+ Unit-end quizzes
- 14 Assignments
- Exercises
- 3 Case-studies
LEARNING OUTCOMES
LEARNING
OUTCOMES
- Write effective Python scripts
- Understand Python data structures and work on them
- Implement loops, if-else clause, break, pass and continue statements
- Have deeper understanding of functions, create custom Python functions
- understanding input arguments, variable length arguments like args and kwargs
- Implement lambda functions, generators, Recursion, Decorators and Closures in Python with examples
- Work on read write operations on various file systems like CSV, text and JSON
- Understand Objects, Classes, arguments, and importance of object oriented programming
- Implement and understand special methods, with numerous built-in functions and special methods
- Implement basic array operations with NumPy and advanced array operations like image manipulation, deep copies, array broadcasting and multi-dimensional array operations
- Learn and work with Pandas dataframes, implement basic Pandas operations like load, add delete etc and advanced Pandas operations like handling missing data, join operations with relational databases
PROGRAM CURRICULUM
MODULES
- 01 Getting Started with Python: Introduction and Python Data Types
- 02Complex Data Types in Python: Working with Dictionaries & Sets in Python
- 03Conditional Statements & Loops: If-else and for loop Control Structures in Python
- 04Conditional Statements & Loops: Advance Operations for Loops and While Loop in Python
- 05Functions in Python: Introduction
- 06Functions in Python: Gaining a Deeper Understanding of Python Functions
- 07Advanced Python Topics: File Operations in Python
- 08Advanced Python Topics: Modules & Virtual Environments
- 09Python Classes & Inheritance: Introduction
- 10 Python Classes & Inheritance: Getting Started with Classes in Python
- 11 Python Classes & Inheritance: Working with Inheritance in Python
- 12Python Classes & Inheritance: Advanced Functionality Using Python Classes
- 13Python – NumPy for Multi-dimensional Data & Advanced operations
- 14Pandas DataFrame, Manipulating & Analysing Data
Certificate
LEARNXT is a global digital learning brand of SRM Group empowering people to achieve their dreams through education
Admission
Who is this programme for?
- Beginners who have never programmed and aspire to learn Python
- Programmers switching languages to Python
- Intermediate Python programmers who want to level up their skills
- Developers
- Statisticians and Analysts
- Business Analysts
- Project Managers
- Business Intelligence Managers
- Technical Leads
- Architects
- Data Analysts
- Data Scientists
Programme Schedule
- Live online Classes over 5 weekend
Programme Fee
About SRM Group
SRM Group Universities and Institutes
SRM Group Accreditations
About
FAQs
The Post Graduate Diploma in Machine Learning and Artificial Intelligence offered by LEARNXT in association with SRM IST prepares students from different academic backgrounds with quantitative skills to pursue a career in ML & AI. The one-year post-graduate diploma program offered in the hybrid delivery model is one of the most comprehensive ML & AI programs available in India
SRM Group has launched LEARNXT, a global digital learning brand to empower people to achieve their dreams through education. This is the country’s one-of-a-kind initiative where the advanced curriculum is clubbed with industry- recommended content.Â
The postgraduate diploma in machine learning and artificial intelligence includes 1000+ hours of learning that entails 60% hands-on practical & projects + 40% theory. 5 days of campus immersion (5 days per semester) and 8 hours of weekend classes are designed to suit your busy schedule.Â
Experiential Learning through case materials and simulations from Harvard Business Publishing is one of our major highlights that attracts crème-de-la-crème of the country. You will also be given a chance to network with peer data scientists through private online and offline events. The faculty at SRM IST is handpicked from premier global universities and IITs. You will also get access to our Lifetime Access to Courseware on our AI-based StudyNxt Platform.
You will learn to implement machine learning libraries like NumPy and Pandas to create effective programmes. You will also learn to apply quantitative skills such as probability, inferential statistics, hypothesis testing principles, linear algebra, and vector algebra to perform computations and work with the algorithms. The biggest highlight of this programme is you will learn to build machine learning models, perform model selection, and apply model optimization techniques.
The curriculum of the Post Graduate Diploma in Machine Learning and Artificial Intelligence at SRM IST is quite expansive. You will get in-depth knowledge of subjects such as Machine Learning Fundamentals; Python and Machine Learning Libraries; Data Visualization Concepts; Data Engineering; Maths for ML & AI; Time Series Analysis; Deep Learning for A
SRM IST is ranked 35th in the country in NIRF University Rankings; is globally rated as 4-Star University by renowned ranking agency QS and given ‘Diamond’ Rating by QS-IGAUGE in the Indian context by NAAC; is ranked 3rd amongst Top Engineering Institutes in India by Times Engineering Survey – 2020 and is ranked #2 in Atal Ranking of Institutions on innovation achievements.
This programme can be pursued by people from varied fields. Under-graduates from Engineering, Technology and Science backgrounds Professional with a bachelor’s degree who have 1-2 years of work experience can undertake this programme.Â
You will get to be an intern at the world’s best multi-nationals where you can put your knowledge to practice to hone your skills better and have an edge over the rest. Some of the renowned names are Amazon, Sabre, Isuzu, Standard Chartered, Amadeus, Walmart Labs, etc.
Students from multiple fields can choose this programme. Applicants have to be- B.Sc./BCA in either IT, Computer Science, Mathematics, Mathematics, Statistics, Physics, Electronics or triple major subjects with Computer Science as one of the major subjects. Also, a minimum of 50% in 10th, 12th, and UG degree is mandatory.Â
The admission process is simple at SRM IST. You have to:
- Register and upload relevant documents on www.learnxt.com
- Take the SRM Future Skills Test
- Personal Interview
- Receive Provisional Admission Letter
- Secure Admission (Pay 1st Year Fees)
The documents required for the admission are Photographs, 10th, and 12th marks sheet, Aadhaar Card, PAN Card, Bonafide Certificate, Caste Certificate, Migration Certificate, Graduation Certificate or Provisional Certificate for Students in Final Year of Graduation.
The tuition fee for each semester for the Post Graduate Diploma in Applied Data Science at SRM IST is INR 65,000. The one-time registration fee is INR 10,000, the application fee is INR 1100 and the total fee is INR 1,40,000.Â
The programme fee for the Post Graduate Diploma in Applied Data Science at SRM IST can be paid in two equal instalments.Â
Refunds are processed as per university norms. Candidates are requested to click here for more details: https://www.srmist.edu.in/admission-india/cancellation-of-admission-and-refund-policy
Yes, there are easy financing options available for the candidates. Our financing partners are always there to help.Â
Candidates will be given job support services along with all required assistance to prepare for the job interviews. All candidates would get access to the CareerNxt platform which is a 360° career support tool. It includes a resume writing section, company shortlisting, industry talks, mentor sessions, alumni meets, job interview support, and evaluating a job offer.Â
The CareerNxt Portal is not only about finding the right job for you but also about launching a successful career in the right field. Every aspirant has his/her own set of skills and talent. With time, we help them develop this skill set to fuel their career to new heights.
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