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Post Graduate Certificate Program in Machine Learning & Big Data Analytics by IIIT Allahabad

Get hands on experience of popular and in-demand tools in the Analytics and Machine Learning area.

Course Snapshot
  • FeeINR 200,000+ GST
  • Work Experience3 - 30 Years
  • Duration12 Months
  • Delivery MethodOnline
Course Detail

Programme Overview
Organizations today operate in a world surrounded by data and data that is understood and analyzed smartly can play a pivotal role in determining the success of many businesses. Data Science, through its various inherent tools and techniques, is successfully adding value to all the business models by using statistics and deep learning to make better, relevant and timely decisions. Understanding the dynamics of data and knowing how to deal with data has therefore become a critical skill in an organizational context.
The objective of this course is to introduce participants to the intricacies of data science and techniques of machine learning. This course will expose participants to hands on experience of popular and in-demand tools in the BDA and ML area and has been designed with an intention to impart practical problem solving skills to participants which in turn will enhance prospects of career growth in this sunrise domain.

Programme Highlights
● Learn from the Eminent Faculty of IIIT Allahabad
● Hands-on Practical Exposure to programming languages and tools covered include Python, Scikit Learn, Tensor Flow etc.
● 3.5 Months Long individual Career Coaching and Job Search support
● A highly extensice Capstone Project requiring the participants to apply all of their learning to practical use
● 6 Days of On- Campus Immersion Modules at IIITA, Prayagraj
● Practical Approach towards Learning
● Certificate of Completion and Alumni Status of CSTCP- IIITA

Who Should Attend
● IT Professionals from Various Domains
● Analysts
● Technology Enthusiasts
● Working Professionals

Desired Candidate Profile

Education
● For Indian Participants - Graduates (10+2+3) or Diploma Holders (only 10+2+3) from a recognized university (UGC/AICTE/DEC/AIU/State Government) in any discipline
● For International Participants - Graduation or equivalent degree from any recognized University or Institution in their respective country
Experience
● 4 years of work experience
Pre - Requisites
● Mathematics or Statistics as a subject in Class XII or Graduation
● Formal education in or knowledge/experience of at least one programming language
● This course is entirely hands-on and so it is recommended, though not a necessity that students have two devices (laptop/desktop) - one to follow the lecture, and the other for hands-on practice alongside during the class.

Course Modules

● Fundamentals of Python
● Data Wrangling
● Mathematical Foundation for Data Analysis
● Machine Learning Models in Python
● Data Visualisation using MATPLOTLIB
● Deep Learning using TensorFlow
● Handling Big Data with Spark
● Capstone Project