Program Overview
Learning Hours
Cutting-edge Modules
Projects
Interview Calls
The certification Course in AI/ML and IoT offers a comprehensive exploration of cutting-edge technologies driving the future of innovation. Participants delve into the realms of Artificial Intelligence (AI), Machine Learning (ML), and the Internet of Things (IoT), gaining hands-on experience and practical insights. Through a blend of theoretical knowledge and real-world applications, students learn to harness AI and ML algorithms for data analysis, prediction, and decision-making. Additionally, they explore IoT architecture, sensor technologies, and data integration, empowering them to design and deploy scalable IoT solutions. This dynamic course equips learners with essential skills to thrive in the rapidly evolving landscape of technology-driven industries.
Program Highlights
case studies
Learning Outcomes
- Build predictive models using neural networks and time series data forecasting models
- Gain hands-on experience in machine learning algorithms,the statistical models behind them and the applications of ML
- Develop an in-depth understanding of popular methods like regression,clustering, decision trees and deep learning
- Learn optimisation formulations to minimise errors and build accurate models
Note:
Modules/ topics are indicative only, and the suggested time and sequence may be dropped/ modified/ adapted to fit the total program hours. Case studies, real world examples and numerical illustrations are an integral part of multiple modules included in the course.
The primary mode of learning for this program is vialive online sessions with faculty members.
Post session video recordings may or may not be made available, at the discretion of faculty members.
Emeritus or the institute does not guarantee availability of any session recordings.
Who is this Program for?
This program is best suited for:
- Early and mid-level Professionals interested in gaining a relevant and cutting-edge perspective on AI/ML and IoT for better career prospects
- Professionals who oversee software development and machine learning projects with a keen interest in developing a data-driven decision-making approach and those looking to apply AI/ML and IoT to enhance their business growth
Career Opportunities After AI/Ml & IoT Training
AI/ML collect, analyze, and interpret large volumes of data and extract relevant information from it. They apply their mathematical, statistical, and programming skills to analyze and interpret the data available to companies. Companies use these insights to create business strategies.
Average Salaries
₹ 6L – ₹ 25L Per Annum
Hiring Companies
Cutting-Edge Tools
ARDUINO
GENERATIVE-AI
PYTHON
RASBERRY-PI
IBM-WATSON
TENSOR-FLOW
Program Modules
-
Module 1: Foundations of Artificial Intelligence
- Problem Solving and Search Algorithms
- Knowledge Representation and Reasoning
- Machine Learning Fundamentals
- AI Problem-Solving Techniques
-
Module 2: Introduction to Expert Systems
- Natural Language Processing (NLP)
- Basics of Machine Learning (ML)
- Deep Learning Foundations
-
Module 3: Introduction to Internet of Things (IoT)
- IoT Fundamentals and Architecture
- Supervised Learning Algorithms
- Unsupervised Learning Algorithms
- Reinforcement Learning
- Ensemble Learning Methods
- Bayesian Machine Learning
-
Module 4: Neural Networks Basics
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
-
Module 5: Advanced Deep Learning Techniques
- Natural Language Processing (NLP)
-
Module 6: Time Series Data Preprocessing
- Time Series Forecasting Models
- Deep Learning for Time Series Analysis
- Ensemble Methods for Time Series Forecasting
- Advanced Time Series Forecasting Techniques
-
Module 7: Model Evaluation and Validation
- Introduction to Generative AI
- Introduction to Language Model (LM)
- Introduction to Large Language Model (LLM)
-
Module 8: Deployment Strategies for AI/ML Models
- Sensor Data Acquisition Techniques
- Data Preprocessing and Cleaning in IoT
-
Module 9: Real-time Data Streaming in IoT
- IoT Protocols: MQTT, CoAP, HTTP/HTTPS
- Edge Computing in IoT Networks
-
Module 10: IoT Applications and Use Cases
- Edge AI: Bringing Intelligence to IoT Devices
- Federated Learning in IoT Environments
- AIoT: Integration of AI and IoT
FAQ
-
Q-01 : What will I receive by completing this Course?
Ans-01 : It is a Certification Programme from IIT-Kharagpur. You will receive the Certificate of Completion. The link for the certificate image is available below:
-
Q-02 : What is the program duration?
Ans-02 : It is a short term programme.
The Course Start Date – October, 2024
Program Duration – 6 months -
Q-03 : Will the classes be held in some specially designated centres in my City or will they be held Online?
Ans-03 : The Course will be delivered Live, Online direct to your Device, (ie. Laptop or Desk top, mobile etc which can be used to access the Internet). The details of the configuration will be available before course commencement.
-
Q-04 : Will the classes be held every day? I am a working professional.
Ans-04 : No, the Classes will be held as per schedule only over the weekends. The Class schedules will be published well in advance.
-
Q-05 : How will this Course help my Career?
Ans-05 : Successfully completing the Course will enable you to earn a Certificate from IIT Kharagpur. Since the classes will be held over the weekend, it will not disturb your normal professional work either.
-
Q-06 : Is the platform fee a one time payment?
Ans-06 : There are installment facilities available.
-
Q-07 : Do I have to give an exam to get admission in this Course.?
Ans-07 : No. The Institute has the right to take a final decision on your Application based on all the Documents submitted.
-
Q-08 : Who will teach us?
Ans-08 : A reputed Faculty of the Institute will be taking the classes. Apart from that, top Industry specialists will also teach specific topics and you will get Industry Expert’s perspective as well.
-
Q-09 : How will the Course Assessment take place?
Ans-09 :Assessments will be through assignments and projects.
Program Coordinators
-
Dr. Sudip Misra
Professor
Indian Institute of Technology Kharagpur
Dr Sudip Misra is a fellow of the Indian Institute of Technology Kharagpur. He received his Ph.D. degree in Computer Science from Carleton University, in Ottawa, Canada. His current research interests include Wireless Sensor Networks and Internet of Things. Professor Misra has published over 550 scholarly research papers and 12 books. He has won thirteen research paper awards in different conferences and four best paper awards in IEEE journals
Note:
- Programme Coordinators might change due to unavoidable circumstances,and revised details will be provided closer to the programme start date.
Sample Certificate
Enrolment Process
Program Start
October 2024
Duration
6 Months
Program Fee
INR 40,000 + 18% GST
Eligibility
Graduate
Program Start
October 2024
