Advanced Certification in

Applied Data Science, Machine Learning and IoT

DS | ML | DL | AI | Generative AI

Duration: 9 Months (240 Hrs)


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ABOUT THE PROGRAM


Most of the technological advancements in the recent times you see around have an element of Data Science, Machine Learning, Al & Generative Al in it. This 9-month Applied Data Science, Machine Learning & IoT course is uniquely designed by E&ICT Academy, IIT Guwahati, and industry leaders, to make you master exactly what the Data Science, Machine Learning & Al jobs market demands. The objective of this certification programe is to perfectly prepare you for the Data Science, Machine Learning & Al job roles you aspire for. You will learn real- world Data Science, Machine Learning, Deep Learning, and Al skills through multiple ML, Deep Learning and Al business projects, transforming you into a sought-after New Age DS, ML & AI Specialist.

IIT Guwahati Campus

PROGRAM HIGHLIGHTS

This 9-month program is uniquely designed by E&ICT Academy, IIT Guwahati and industry leaders to help you learn exactly what the job market demands.

Certification from E&ICT Academy, IIT Guwahati

The IoT Academy provides 100% Placement Guaranteed

Hands-on program and Industry-Grade Capstone Projects

Industry-relevant skills for new age IoT & ML

Designed by leading academic and industry experts along with IIT-Guwahati faculty

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TOOLS & LANGUAGES Covered

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What Will You Learn

  • Duration: 9 Months
  • Mode: Online
  • Live Session : 240 Hours

Course Curriculum

  • Module 01 - Python Basics
  • Module 02 - Intro to Git & Github and Kaggle
  • Module 03 - Python NumPy & Pandas
  • Module 04 - R Language Essentials
  • Module 05 - Exploratory Data Analysis(EDA)
  • Module 06 - SQL For Data Analytics
  • Module 07 - Data Analysis with Excel
  • Module 08 - Data Visualization with Python
  • Module 09 - Tableau for Business Intelligence
  • Module 10 - isual Storytelling using Power BI
  • Module 01 - Mathematics for Machine Learning & AI
  • Module 02 - Statistics for Machine Learning & AI
  • Module 03 - Probability
  • Module 04 - Inferential Statistics
  • Module 01 - Introduction to Machine Learning
  • Module 02 - Regression
  • Module 03 - Supervised Classification
  • Module 04 - Unsupervised Learning
  • Module 05 - Dimension Reduction
  • Module 06 - Association Rules Mining
  • Module 07 - Recommendation System
  • Module 08 - Time-series Forecasting
  • Module 09 - Machine Learning Model Deployment
  • Module 01 - Introduction to Deep Learning
  • Module 02 - Tensorflow 2.0 with Tensor Board
  • Module 03 - Computer Vision
  • Module 04 - Introduction to NLP
  • Module 05 - Text Processing Methods
  • Module 06 - Introduction to Sequence Learning
  • Module 07 - RNN vs LSTM
  • Module 08 - TensorFlow Hub for Object Detection using Faster RCNN
  • Module 09 - Sentiment Analysis
  • Module 10 - Reinforcement Learning
  • Module 11 - Introduction to GANs (Generative adversarial networks)
  • Module 01 - Generative AI Specialization
  • Module 02 - ChatGPT, Prompt Engineering, Explainable AI
  • Module 03 - Explainable AI
  • Module 04 - Prompt Engineering
  • Module 05 - Advanced Prompt Engineering Techniques
  • Module 01 - IoT Architecture, Protocols and ML
  • Module 02 - ML Optimization Techniques
  • Module 03 - IoT Cloud Platforms supporting ML & AI
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Get Prepared for the AI-Driven World with

  • 9-Month Online Learning
  • Project Work
  • Doubt Resolution on LMS
  • Live Test, Home Assignments
  • 8-10 Hours Per WeekLive Instructor
  • Code Reviews & Personalized Feedback
  • Live Ask Expert Anything Sessions & Code

Our Top Recruiters

Live Career-Oriented Webinars

Live webinar sessions that include curriculum and career services to help learners understand the expectations of hiring managers.

Leadership Skill Development Sessions

Recurring training sessions with experts to help learners develop interpersonal & leadership skills.

1-on-1 Career Mentoring Sessions

Personalized career mentoring sessions on skill development & securing a dream job.

Exhaustive Interview Preparation

Experts share mock interviews with feedback and industry insights for real-world experience.

Job Search Assistance & Job Feeds

Access to multiple job portals to help learners navigate through thousands of global job openings.

Profile Building Assistance

A dedicated career coach helps in resume writing & LinkedIn profile optimization.

TOOLS & LANGUAGES Covered

SUCCESS STORIES

The best of academics and industry experts to give you a robust learning experience. We aim to give you a complete exposure to real-time and relevant industry applications of the concepts learnt.

Obtaining information from these industry insiders allows you to decipher the game's hidden codes, which will ensure your victory. The IoT Academy exceeded my expectations and assisted me in obtaining my dream job at IKEA.
Every part of the training was well-organized and provided just what I required. The professors were excellent, the mentors were helpful, and the course was well-designed to meet all of the student's needs.
The IoT Academy assisted me in correctly channeling my energy, revising what I had learnt in college, and learning new things! Also, the industry training, which assisted me in getting a job at a reputed company.
I wanted to improve my knowledge of AI and Machine Learning so that I could keep up with the newest trends and technology. IoT Academy is the name I've chosen for myself. The IoT Academy Support staff and mentors were great help. "Highly recommended for people interested in learning about AI and Machine Learning."

Still Have Question?


CERTIFICATION

Post completion, you’ll earn Advanced Certification In Applied Data Science, Machine Learning & IoT that is co-branded by E&ICT Academy, IIT Guwahati as the Knowledge Partner.

Sample Certificate

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