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E&ICT Academy
NIT Patna

Post Graduate Advanced Certification in Artificial Intelligence & Machine Learning

This is an Advanced Certificate Program from EarlyRise in collaboration with E&ICT Academy, NIT Patna

Post Graduate Advanced Certification in Artificial Intelligence & Machine Learning


Mode of Training

Online Live Interactive Session

Estimated Course Duration

6 Months

Total Course Session

200 Hrs

Course Eligibility

Bachelor's Degree

About Electronics & ICT Academy, NIT Patna

The Ministry of Electronics and Information Technology (formerly Department of Electronics and Information Technology (Deity), a department under the Ministry of Communications and Information Technology), Government of India has sponsored a scheme entitled "Scheme of Financial Assistance for setting up of Electronics and ICT Academies" on 14 November, 2014. An Empowered Committee under the chairmanship of the Secretary, of the then DeitY, has accorded approval for setting up of 4 such Academies at NIT Patna (Bihar), IIITDM Jabalpur (Madhya Pradesh), NIT Warangal (Telangana), IIT Guwahati (Assam). With financial assistance from the Central Government, the Academy aims at providing specialized training to the faculty of Engineering, Arts, Commerce & Science colleges, Polytechnics etc. by developing state-of-the-art facilities and in turn intends to enhance the academic skills of the students.

Why Post Graduate Advanced Certification in
Artificial Intelligence & Machine Learning?

High Demand for Machine Learning Professionals

Python is easy to learn and understand and this helps to easily create machine learning models. Another feature of Python is that it is intuitive and is perfect for a collaborative deployment.Demand for Machine-Learning professionals are so high in market now.

Consistent and Simple

Python offers concise and easy readable code. While complex algorithms and versatile workflows stand behind machine learning and AI, Python’s simplicity allows developers to write reliable systems.

Libraries and Frameworks

To reduce development time, programmers turn to a number of Python frameworks and libraries. A software library is pre-written code that developers use to solve common programming tasks.

E&ICT Academy NIT Patna CERTIFICATION

EarlyRise and E&ICT Academy, NIT Patna's curriculum has been designed using our rich expertise and industry experience in Artificial Intelligence & Machine Learning to bring the best to you.

EXTENSIVE HANDS-ON WITH LIVE INSTRUCTORS

Precision based Live Hands-On practical with Instructors and Industry Experts to ensure learners have the best industrial application of technology they learn.

TAILORED MENTORSHIP

Focused personal attention at an individual level from the best-in-class experts from top IITs, NITs and Industry Leading Organizations. With a pragmatic approach towards Mentoring, our experts understand the needs and guide learners appropriately.

A NOVEL LEARNING EXPERIENCE

An all-encompassing learning experience laced with conceptual understanding and industy based application that can also be fulfilling and rewarding in terms of knowledge.

ABOUT THE PROGRAM

Post Graduate Advanced Certification in Artificial Intelligence & Machine Learning

EarlyRise, in Collaboration with E&ICT Academy, NIT Patna, brings to you an enriched and exhaustive program on Post Graduate Advanced Certification in Artificial Intelligence & Machine Learning and including comprehensive Hands-On. It will enable professionals to be data-fluent managers and deal with fundamental aspects of data science, machine learning, and artificial intelligence. The programme will incorporate several state-of-the-art tools and techniques used in the industry for analytics applications.

  • Contextually designed 11-month programme for Professionals and Managers who wants to take data-driven management decisions
  • Campus immersion module of 3 days
  • Focus on real business use cases – Capstone Project

WHO SHOULD ENROLL FOR POST GRADUATE ADVANCED CERTIFICATION IN ARTIFICIAL INTELLIGENCE & MACHINE LEARNING COURSE?

  • Professionals and Managers who wants to take data-driven management decisions keen on gaining advanced AI & ML skills to drive team efficiencies and customer satisfaction.
  • Senior professionals aspiring to move into data/business analyst roles with an ability to manage AI & ML projects end-to-end.
  • Consultants looking to build their expertise in AI & ML for better client management.

Curriculum

Estimated Course Duration

200 Hours

Learners Commitment

8 hours per week

Get Curriculum

  • Introduction to Machine Learning in Python
  • Introduction to Python
  • Flow Control, Iterative Operations & Functions in Python
  • Basic Statistics & Maths
  • Data Summary, Numerical and Visual EDA in Python
  • Data Handling in Python using NumPy & Pandas
  • Hypothesis Testing
  • Basics of Machine Learning-1
  • Basics of Machine Learning-2
  • Generalised Linear Models in Python
  • Decision Tree Models using Python
  • Boosting Algorithms using Python
  • Support Vector Machines (SVM), Naïve Bayes and KNN in Python
  • Unsupervised learning in Python
  • Neural Networks
  • Text Mining in Python
  • Ensemble Methods for mixed algorithms
  • Python pipelines and model in production
  • Advanced Ideas on Feature Engineering, Model Interpretation, Parameter Tuning, Genetic Algorithm
  • Introduction to AI and Deep Learning
  • Introduction to parameter optimisation and gradient descent
  • Getting Started with Tensorflow and Google Colab
  • Deep Feed Forward & Convolutional Neural Networks
  • Introduction to Keras
  • Image data generators, transfer learning and Tensorboard
  • Sequence to Sequence models with Recurrent Neural Networks, Long-Short Term Memory (LSTM) and Gated Recurrent Unit (GRU)
  • Unsupervised Deep Learning
  • Object Detection and Localisation
  • Face Detection and Recognition
  • Natural Language Processing
  • Deep Learning for Natural Language Processing
  • Chatbots with Rasa
  • Other Applications
  • Working with Audio Data
  • Text summarisation, Image Captioning And Style Transfer
  • Introduction to SQL
  • SQL Data Types & Operators
  • Useful Operations in SQL
  • Aggregating Data in SQL
  • Writing Sub-Queries in SQL
  • Common function in SQL
  • Analytic Functions in SQL
  • Writing DML Statements
  • Writing DDL Statements
  • Using Constraints in SQL
  • SQL Joins
  • Views in SQL

TOOLS TO MASTER

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Professional Certificate From E&ICT Academy, IIT Patna

On successful Course Completion, participants will receive a certificate from E&ICT Academy, NIT Patna. Meity (Ministry of Electronics and Information Technology, Govt. of India) initiated, E&ICT Academy, NIT Guwahati has a highly capable team of professors who have been imparting top-notch education programs.

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Admission Process

Three easy stages make up the application process. Candidates must submit the application. The selected candidates will receive an admission offer and after payment of the admission fee, their application will be accepted.

Submit Application

Why do you wish to join? Please tell us a little bit about yourself. Describe yourself briefly and the reasons you wish to join for.

Application Review

Applicants would be shortlisted based on their application.

Admission

Selected candidates would be provided with the admission letter.

Program Fee and Payment Method

Program Fee : Rs. 1,00,000 + GST

Candidates can pay the program fee through Netbanking, Credit/Debit cards, Cheque or DD

* Up to 50% scholarship for eligible candidates based on assessment score.
Pay Now

CAREER SERVICE

Mock Interview Preparation

EarlyRise has collaborated with industry experts to ensure you can get through the interview preparation just like the real ones.This service is free of cost for Cloud and Program.

Resume Building

Recommendation to make your resume stand out in the crowd. Qualitative feedback to customize your existing resume to nail the job you desire.

One on One Career mentoring

One-on-One sessions with personalized attention with highly experienced industry professionals to guide you on the career path that's just right for you. Precise suggestions on setting achievable short and long term goals.

Does this sound interesting to you ?

Our team will be happy to assist you make the right decision

Frequently Asked Questions

To start with, fill out the course application form. You will have a One-on-One discussion with a Subject Matter Expert from our Technical Team who will conduct an assessment of your candidature and evaluate the selection criteria. Based on the assessment, your application will be shortlisted and can enroll for the course.

Post shortlisting and completion of the enrolment process, you can choose to make a payment using the various options listed (Credit Cards, Debit Cards, NetBanking). We currently accept Full and One-Time payment for our course.

This is a Live Instructor-led online training program. Multiple Instructors are deployed to conduct Live sessions.

You are recommended to go through our refund policy for the program.

Relax. We have you covered. All our sessions are recorded and made available to the participants so they can benefit from viewing the session offline at their convenience.

Our support team will assist you with any queries you may have during and after the course is completed.

You will receive a certificate from E&ICT Academy NIT Patna, only upon successful completion of the course including all evaluations and assessments made by the Academy and Us.

This program is designed for 200+ hours including Hands-On practical sessions, project work, assignments and lectures.

All our projects are based on real-life scenarios from the industry to ensure you have a great exposure and variety of conditions

Sounds exciting ?

Please fill up the form below.


Salient Features of the Course

  • Upgrade to a technically newer you with our comprehensive course
  • Balanced pace of training to assist your learning along with your job
  • Get the best of both worlds – Top Academedicians and Subject Matter Experts
  • Exhaustive course modules to hone your technical skills needed in the industry
  • Technical Team’s assitance to resolve your queries