Artificial-Intelligence-and-Machine-Learning-by-IIT-Jammu.pdf
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The document provides information about an online M.Tech degree program in Artificial Intelligence and Machine Learning offered by Intellipaat in collaboration with IIT Jammu. The 2-year program aims to provide in-depth knowledge of core AI and ML skills like Python, SQL, Apache Spark, neural networks etc. It focuses on building a strong profile for professionals and aspirants in the fast growing domain of AI and ML. The program curriculum includes courses across 4 semesters covering topics like machine learning, deep learning, image processing etc.
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Artificial-Intelligence-and-Machine-Learning-by-IIT-Jammu.pdf
- 1. A program aimed at helping you accelerate your career in a rewarding domain. Artificial Intelligence & Machine Learning M.Tech Degree program in sales@intellipaat.com www.intellipaat.com IND: +91 7022374614 US: 1-800-216-8930 Learners 10 Million Mentorship 1:1 Personlized Salary Hike 55% Average
- 2. The program aims at providing an in-depth education in core Machine Learning and AI skills such as Python, SQL, Apache Spark, Neural Networks, Excel etc. It is in line with the industry standards and focuses on helping professionals and Machine Learning & AI aspirants build a strong profile. So, kickstart your career in one of the fastest growing domains. Artificial Intelligence & Machine Learning M.Tech in Page - 1 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Aspiring Students 10 Million Industry-expert Instructors 1,000+ Hiring Partners 400+ Corporates Upskilled 500+ Average Salary Hike 55% Countries Learners 155+ Our Credentials Hottest Job of 21st Century 27.7% CAGR in the global Machine Learning and AI industry Growing Industry Majority of Machine Learning and AI professionals are going for Masters degrees in the domain. Popular Degree Professionals in this domain are equipped with various relevant skills fetching lucrative job offers Skill Development There is a global estimate of 11.5 million job postings for Machine Learning and AI roles by 2026 11.5 Million Job Postings Machine Learning and AI is a budding field in this era of Digital Transformation. Hence, a head start will prove to be beneficial Future-oriented Career It is expected that both India and the US will face a demand-supply gap of 2,00,000 Machine Learning and AI skilled professionals in the next 5 years. High Demand
- 3. Master the core concepts and gain in-depth knowledge in Python, SQL, Machine Learning, Data Wrangling, Big Data Engineering, algorithms and more. The program is in line with the current Data Science, AI and ML market and focuses on helping you master all the relevant tools and techniques. About Program sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Key Highlights 2-Year Fully Online degree Learning Alumni Status of IIT Jammu Learn from IIT Jammu Faculty Python & SQL Bootcamp by Intellipaat Weekly sessions with Industry Experts Career-Essential Soft Skills Program by Intellipaat Multiple case studies & Project works Dedicated Learning Management Team Job Assistance with Intellipaat & IIT Jammu Convocation at IIT Jammu Campus No Gate score required Executive M.Tech Degree from IIT Jammu Key Highlights From worlds top Faculty and Industry experts Attend Live Classes Hands on exercises, project work, quiz, capstone projects Learn by Doing Hands on exercises, project work, quiz, capstone projects 1:1 Personalized Learning Hands on exercises, project work, quiz, capstone projects 24*7 Support For effective online Learning experience Innovative LMS For effective online Learning experience Peer Networking Learn trough Hackathons and Group Learning Gamified Learning Program Pedagogy Get trained by top industry experts Instructor-led Training To help you with your learning needs Dedicated Learning Management Team Learn at your own pace with world-class content Self-paced videos Get real-world experience through projects Projects and Exercises Get a sense of how real projects are built Hackathons Improve your professional network and learn from peers Peer Networking and Group Learning Get involved in group activities to solve real-world problems Gamified Learning Hands-on exercises, project work, quizzes, and capstone projects 1:1 Personalized Learning Program Pedagogy Online Learning Format Duration 24 Months Alumni Status IIT JAMMU Learn From IIT Jammu Faculty Page - 2
- 4. Page - 3 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Who Can Apply for the Course? Graduates/Post graduates with B.E / B. Tech / M.E / M. Tech / M. S. / M. Sc. / MCA Degree Graduates/Post graduates with either 2 Yrs Work Experience and 6 CGPI (60%) score or 10 Yrs Work Experience and 5.5 CGPI (55%) score Data Science and Artificial Intelligence aspirants Professionals looking to grow their career with a Masters in AI and ML. Professionals wishing to make a transition to mid-level and higher positions Application Process The application process consists of three simple steps. Candidates have to submit their application. An offer of admission will be made to the selected candidates, and their application will be accepted upon the payment of the admission fee. SUBMIT APPLICATION Tell us a bit about yourself and why you want to join ADMISSION TEST & APPLICATION REVIEW Clear the admission test and have a personal interview with our interview panel ADMISSION LETTER Shortlisted candidates would be offered the admission letter 1 2 3
- 5. Page - 4 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Learning Path Live Courses Start of the Course 1 SEM 1- Python for Data Science & Essentials of Programming 2 3 4 5 6 7 8 9 10 11 12 M.Tech in AI & ML by IIT Jammu SEM 1- Statistical Foundation for Machine Learning SEM 1 - Artificial and Computational Intelligence SEM 1 - Pattern Recognition SEM 2 - Image and Video Processing SEM 2 - Machine Learning SEM 2 - Deep Learning SEM 2 - Elective 1 SEM 3 - Elective-2 SEM 3 - Elective-3 SEM 3 - Dissertation-I SEM 4 - Dissertation-II Live Courses Self-paced Industry Expert Academy Faculty
- 6. ProgramCurriculum Semester1 Course1 PythonforDataScience&EssentialsofProgramming Course2 StatisticalFoundationforMachineLearning Course3 ArtificialandComputationalIntelligence Course4 PatternRecognition Semester2 Course1 ImageandVideoProcessing Course2 MachineLearning Course3 DeepLearning Course4 Elective1 Semester3 Course1 Elective-2 Course2 Elective-3 Course3 Dissertation-I Semester4 Course1 Dissertation-II Page-5 sales@intellipaat.com US:1-800-216-8930 www.intellipaat.com IND:+917022374614 ToolstoMaster SkillstoMaster Programming DataWrangling Deep Learning Big Data Hypothesestesting DataScience MachineLearning StatisticalAnalysis Advanced Statistics Advanced Mathematics
- 7. Page - 6 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Course Projects Intermediate Work with Pyspark & RDD Work with PySpark which is a Python API for Spark and use the RDD using Py4J package. As an important part of the project, you will also work with SparkConf that provides the configurations for running a Spark Application. Beginner Face Detection Use Python 3.5(64-bit) with OpenCV for face detection. As an important requirement, learners need to ensure that the system detect multiple faces in a single image while working with essential libraries like cv2 and glob. Beginner Restaurant Revenue Prediction Work with Ensemble Model for predicting annual restaurant sales using various features like opening data, type of city, type of restaurant. Work with packages like caret, Boruta, dplyr to analyze the dataset and predict the sales. Intermediate Build the Book Recommender Application Work with packages like a recommended lab, dplyr, tidyr, stringr, corrplot and many others to create your book recommender engine using the user-based collaborative filtering model that recommends the books based on past ratings Intermediate Census Project Work with census income dataset from UCI Machine Learning repository that contains income information of more than 48k individuals. Use data handling techniques to handle missing values and also predict the annual income of people. Advance Housing Price Prediction In this project on housing price prediction, get practical exposure on how to work with house price dataset and predict the sale price for each house with 79 explanatory variables describing every aspect of the residential houses. Advance HR Analytics Learn to work with the HR Analytics dataset and understand how hacks can help you to re-imagine HR problem statements. Understand the features of the dataset and in the end, evaluate the model by metric identification process. Advance Joke Rating Prediction Work with the dataset taken from the famous jester online Joke Recommender system and successfully create a model to predict the ratings for jokes that will be given by the users (the same users who earlier rated another joke) Advance Build Recommendation Engine Create your own recommender engine using the SVD algorithm to predict movies on Netflix based on the past ratings of the movies. Work with various packages like NumPy, Pandas, matplotlib.pyplot to handle missing values from the dataset. Beginner AI Chatbot In this interesting project, work with IBM Watson AI Chatbot. Create your own AI Chatbot and see how IBM Cloud platform helps you to create the chatbot on the backs of possibly the most advanced Machine Learning systems available. Projects cover the following industries: Retail Social Media Supply Chain Entrepreneurship E-commerce Banking Healthcare Insurance
- 8. Page - 7 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Course Advisors / Faculty Dr. Vinit Jakhetiya Assistant Professor Dr. Vinit holds a BTech and PhD in science and technology. He has extensive research experience in applied sciences, video and image processing, etc. His research interests include application of ML and deep learning, perceptual signal modeling, etc. Dr. Karan Nathwani Assistant Professor Dr. Karan holds a PhD from IIT Kanpur and has research experience in speech processing, speech enhancement, machine learning, etc. His academic interests include adaptive signal processing, speech processing, etc. Dr. Badri N Subudhi Assistant Professor Dr. Badri has an MTech from NIT Rourkela and a PhD from Jadavpur University. His research interests include image and video analysis, machine learning, pattern recognition, etc. His teaching expertise lies in areas such as circuit theory, signals and systems, etc. Dr. Harkeerat Kaur Inspire Faculty Dr. Harkeerat holds a BE, MTech, and PhD. She holds extensive research experience and her areas of interest include AI, visual cryptography, image processing and computer vision, etc. Her teaching interests include design and analysis of algorithms. Dr. Yamuna PShukla Assistant Professor Dr. Yamuna holds a BTech, MTech, and PhD in computer science and engineering. He has made several publications and attended multiple conferences on data science and AI. His research interests include machine learning, deep learning, big data, etc. Dr. Ankur Bansal Assistant Professor Dr. Ankur has proven research skills in areas such as MIMOsystems, multiuser communications, and 5G wireless communication. His teaching expertise lies in areas such as probability and stochastic processes, digital communication, etc. Dr. Ankit Dubey Assistant Professor Dr. Ankit holds a PhD from IIT Delhi and is known for his extensive research experience and various projects. His research interests include machine-to-machine communication, smart solutions and IoT, etc. His projects have garnered wide-spread appreciation.
- 9. Page - 8 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Course Advisors / Faculty Dr. Anup Shukla Assistant Professor Dr. Anup has extensive research experience in science and technology. His academic interests lie in power systems, distributed generations, and smart grid. He has also won several awards for his projects and research work.
- 10. Page - 9 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Some of their current employers include 25% 6-9 years 15% 9-12 years 13% 12+ years 20% 1-3 years 27% 3-6 years 20% 27% 25% 15% 13% Work Experience Meet the Batch 50% Information Technology 17% - BPO/ KPO 6% - Others 10% - Consulting 5% - Healthcare 12% - BFSI Industries Our Learners Come From
- 11. Page - 10 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Career Transitions To Postdoctoral Data Science Researcher From STEM Communication Fellow - Intern Postdoctoral Data Science Researcher | USA Neha Mittal To Data Scientist From Services Information Developer Data Scientist | India Binitha B To Machine Learning Engineer From B.Tech - Civil Engineering Machine Learning Engineer D Rajesh Sahoo To Data Scientist From B.com Graduate Data Scientist Ankit Kumar To Data Scientist From Aircraft Maintenance Engineer Data Scientist Mahesh Chowdary To Big Data Developer From Computer Technical Specialist Big Data Developer Jeanette Masso To Data Scientist From Manager Analytics & Data Science Data Scientist Prosenjeet Saha To Data Engineer From Fresher Data Engineer Nishchay Agrawal Successful Transitions Glimpse of our 4.38 4.5 4.6
- 12. Page - 11 sales@intellipaat.com US: 1-800-216-8930 www.intellipaat.com IND: +91 7022374614 Program Partners The institute is a part of the league of the prestigious IITs in the country. IIT Jammu is known for its high-end research facilities and houses many renowned Ph.D scholars. It has over 100 faculty members in various departments and is also known for its decent on-campus placements. Key achievements of IIT Jammu: Upon the completion of this program, you will: Awarded by the Ministry of Education (Innovation cell) for promoting innovative startups. Ranked 7th best in the inter-IIT Tech Meet 9.0 Ranked #1 globally in CS GO AI Challenge by Skybox Ranked #1 in SIH 2019 and SIH 2020. Receive an M.Tech degree from IIT Jammu Get Alumni status of IIT Jammu About IIT Jammu Intellipaat is one of the leading online training providers with more than 10 million learners in over 155 countries. We are on a mission to democratize education as we believe that everyone has the right to quality education. We create courses in collaboration with top universities and MNCs for employability like EICT IIT Roorkee, EICT IIT Guwahati, IITM Pravartak, IIM Ranchi, IIT Jammu, IU, University of Essex, University of Liverpool, IBM, Microsoft, etc. Our courses are delivered by SMEs & our pedagogy enables quick learning of difficult topics. 24/7 technical support & career services help learners to jump-start their careers. About Intellipaat