Professional Certification Program in AI & Data Science PDF

AI & Data Science from DRISHTI CPS, IIT Indore Learn like an IITian and excel like an IITian! Upskill with top-notch AI & Data Science expertise from DRISHTI CPS, IIT Indore, and excel like an IITian with 10x career opportunities. 10 Million+ 1:1 Personalized...

AI & Data Science from DRISHTI CPS, IIT Indore Learn like an IITian and excel like an IITian! Upskill with top-notch AI & Data Science expertise from DRISHTI CPS, IIT Indore, and excel like an IITian with 10x career opportunities. 10 Million+ 1:1 Personalized 30 LPA CTC Learners Mentorship Highest Fresher Salary IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com AI & Data Science from DRISHTI CPS, IIT Indore Introducing our specialized program designed for students and professionals in AI, Data Science, and related fields. This course is ideal for learners who have completed 12th grade or are currently in college, as well as those from non-technical backgrounds looking to transition into AI. Experience IIT-level learning, with a curriculum meticulously crafted to help you upskill while pursuing both your degree and certification simultaneously. Upon completing the program, participants will receive prestigious certifications from DRISHTI CPS, IIT Indore, and Microsoft, giving your resume the edge needed to stand out in this competitive field. Hottest Job of 21st Century 2 million Job Postings Skill Development By 2025, it is estimated that there will be Key skills include Machine Learning, Deep over 2 million job openings in AI and Data Learning, Data Engineering, NLP, and AI Science. Model Deployment. ro in AI & Data Science G w g Lu crative Salaries Ind tr us y The average salary for AI & Data Science 33% CAGR projected from 2023 to professionals is around ₹12,00,000 per 2028, reflecting the rapid growth of year in India. the industry. Popular Degree High Demand Over 40% of AI and Data Science The job market for AI professionals is professionals hold advanced expected to grow by 31% by 2030, degrees like Master's or PhDs. making it one of the fastest-growing career fields. Our Credentials 10 Million+ Aspiring Active Students 1,000+ Industry-expert Instructors 400+ Hiring Partners 500+ Corporates Upskilled 55% Average Salary Hike 155+ Countries’ Learners Page - 1 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com About Program This certification program offers a comprehensive curriculum designed to equip students and professionals with in-demand AI & Data Science skills. It is delivered by leading faculty from IIT Indore and industry experts. The course ensures hands-on learning, using real-world applications and projects, and prepares learners for high-paying roles in AI and Data Science. Eligibility Upskill Learn from Top Receive Undergraduate Students 8 Hours a Week IIT Faculty 20 Academic Credits & Diploma Holders Alongside Your College & Industry Experts Approved by AICTE & NSQF Key Highlights 1.5 Years of Live sessions Intensive Curriculum to grasp Industry 5.0 skills Learn from Industry Experts & IIT Faculty Dedicated Career Mentors upon Course Completion No Cost EMI Option Receive certification from DRISHTI CPS, IIT Indore, and Microsoft A ptitude & Soft Skill Training Designed for College Students to learn alongside your college. Receive e - learning videos in vernacular U pto Rs 50 Lak h s as A ngel Fund to s h ortlisted ideas languages like Tamil, Telegu, Hindi, Englis h 2 A 0 cademic Credits approved b A y ICTE and NS Q F Liv Lik an IIT an e e i Immerse yourself like an IITian and enjoy exclusive access to: A ccess to IITI DRISHTI CPS ID card Certification issuance ceremony at IIT Indore A lumni Status of DRISHTI CPS IIT Indore A ccess to DRISHTI CPS IIT Indore campus, La b s & Events during campus Immersion Su b scription to DRISHTI CPS IIT Indore Ne w sletters Exc l Lik an IIT an e e i Achieve success with the drive and determination like an IITian. Master Industry ready A I & Data Science skills Participate in Hackat h ons & s h w o case your tec h skills Master Classes from C X O of top MNCs and Innovative Startups W ork on Industry Oriented Capstone Pro ects j G 24*7 et Support from Su bj ect Matter Experts ( SME s ’) G et Mentors h ip Support from Dirs h ti CPS IIT Indore Receive 2 A 0 cademic Credits approved b A y ICTE and NS Q F P age - 2 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Who Can Apply for the Course? Any Undergraduate College student looking to become an IT Professional in the field of Artificial Intelligence & Data Science. Learners who have completed 12th grade and are currently perusing undergrad degree, or Diploma Holders with no graduation yet and currently perusing degree, looking to transition into AI can take this course. 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 1 Tell us a bit about yourself and why you want to join A PPLICATION REVIEW 2 Our Admissions team will review your application and shortlist candidates OFF RE LETTER 3 Shortlisted candidates would be offered the admission offer letter Program Pedagogy Instructor-led Training Hackathons Get trained by industry experts from Top Get a sense of how real projects are built Product Companies & Startups Dedicated Learning Peer Networking and Group Learning Management Team Improve your professional network and learn from To help you with your learning needs peers Self-paced Videos Gamified Learning Learn at your own pace with Get involved in group activities to world-class content solve real-world problems Projects and Exercises 1:1 Personalized Learning Get real-world experience through Hands-on exercises, project work, projects quizzes, and capstone projects Page - 3 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Learning Path Live Courses ( Semester 1) Start of the 1 Course Python for Data Science - Fundamentals ( Semester 2) 2 3 4 Python for Data Science - RDBMS & SQL Machine Learning – Advanced Supervised & Unsupervised Learning 7 6 5 NLP and Computer Deep Learning & Neural Case Studies Vision Networks Capstone Project 8 9 G enerative AI & LLM (Large Prompt Engineering Learning Models) Career Support Professional Certification Program in AI & Data Science Page - 4 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Program Curriculum Semester 1 Module 8 Module 1 Generative & LLM Large Learning Models AI ( ) Python for Data Science - Fundamentals LST M Introduction to Python Transformers Object Oriented Programming BR E T Python Basics G P T LL M Module 2 VA s E Python for Data Science - dvanced A LangChain Data andling ith NumP H w y Module 9 Data Manipulation sing Pandas U Prompt ngineering E Data Preprocessing Prompt ngineering E Module 3 Image-Based Applications of enerati e A G v I D MS & S L Text-Based Applications of enerati e A G v I Audio-Based Applications of enerati e AI R B Q S L Basics G v Q Ad anced S L Capstone Project v Q Semester 2 Module 4 Career Support Machine Learning – Supervised & Unsupervised Learning Aptitude Soft S ill Sessions & k Regression Model Inter ie Preparation sessions to crac technical v w k Clustering Algorithms Inter ie s v w Performance Metrics Resume Building Lin edin Profile Optimi ation & k z Dimensionality Reduction Access to Intellipaat ob portal for lifetim J e Time Series Models Recei e Multiple ob Opportunities by applying to v J Module 5 unlimited obs ith Intellipaat ob Portal J w J Case Studies Module 6 Deep Learning & Neural Networks Module 7 NLP and Computer Vision NLP Text Pre-processing Text Classification Language Modeling AI Applications Computer Vision Deep Learning Page - 5 IND + 1 7 : 9 0223 74614 S 1-8 - 16-8 U : 00 2 930 sales intellipaat com @. www. intellipaat com. Course Projects Projects cover the following industries: Retail Social Media Supply Chain Entrepreneurship E-commerce Banking Healthcare Insurance Real Time Social Media Analytics Analyzing Real-Time Market Impact Create interactive dashboards to analyze real time Analyze various factors in the market for specific social media data to make data driven decisions domains such as supply chain, FMCG, using interactive dashboards Species Detection & Action Plan Analyzing Ad Campaigns using Text Analysis An classification model deployed on gradio, that Use text analysis to find word embeddings in reviews classifies snake species in real time and provides to analyze various campaigns nearest location for the antidotes Enhancing Satellite Imagery using Gen Analyzing Tourism and Hotel Industry AI Analyze tourist influx, hotels availability, prices based Using GANs, generate images to enhance the quality on historical data for upcoming seasons of satellite imagery. Object Tracking & Detection Medico Powered by Generative AI A real time object tracking and detection model A medical assistant powered by generative AI that trained on pre-trained computer vision models and generates medical diagnosis based on prompts, and deployed for security and surveillance using MLOps RAG to improve responses. Image & Video Generator Forecasting Wizard Building an application fueled by generative AI to Build an AI powered tool that will generate forecasts generate videos and images based on the prompts. based on prompts, trained on pre-trained models Page - 6 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Course Advisors / Faculty Dr. Vivek Kanhangad Professor Department of Electrical Engineering at IIT Indore Dr. Vivek Kanhangad, PhD from Hong Kong PolyU, specializes in computer vision, pattern recognition, biometrics, and biomedical applications. He’s VP at IEEE Biometrics Council, an Editorial Board Member, and a Senior Member of IEEE with 12 years of experience. Dr. Surya Prakash Associate Professor Department of Computer Science at IIT Indore Dr. Surya Prakash, Associate Professor of Computer Science at IIT Indore, holds a B.Tech from IIT Kanpur, a Master’s from IIT Madras, and PhD from IIT Kanpur in Computer Science with around 12 years of experience in teaching. Dr. Tushar Sandhan Assistant Professor of Electrical Engineering at IIT Kanpur Dr. Tushar Sandhan, Assistant Professor of Electrical Engineering at IIT Kanpur, holds a B.Tech from IIT Guwahati and a Master’s and PhD from Seoul National University in ECE with a specialization in Computer Vision, ML, and Robotics. Muthusamy Manigandan Data Science Consultant, Ex-Apple Manigandan has more than 16 years of experience in cloud projects for Fortune 500 companies. He has a strong background in the architecture and implementation of AWS, Azure, and GCP, along with hands-on experience in DevOps tools. Nishkam Shivam Senior Data Scientist - Ex-Walmart A Senior Data Scientist in the field of Analytics and AI, Mr. Nishkam Shivam is presently working at Bristlecone. He has 9+ years of experience in this particular field and has also worked in renowned companies like Accenture, Walmart, Emeritus, and many more. Suman Mukhopadhyay Senior Director & Head of Technology Infrastructure / Cloud - EdgeVerve He has 23 yrs of experience in IT. Suman worked at top MNCs like Wipro, AT&T, Yahoo, Walmart etc. Skilled in Leadership, IT Budget Ownership, Incident management, Hadoop Solution and Design and managing teams across various geographies. Manish Bhatt Assistant Professor - IIT, Guwahati Dr. Manish Bhatt, Associate Professor @ IIT Guwahati holds 14+ years of experience in teaching and industry. He has completed is Ph.D from IISc, Bangalore. His research works deals with engineering aspects of ultrasound imaging for diagnosis in liver fibrosis, breast cancer, deep vein thrombosis etc. Page - 7 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Course Advisors / Faculty Roopa Gupta Data & Applied Scientist, Microsoft Roopa Gupta, Data Scientist @ Microsoft has years of experience in the areas of Predictive and Prescriptive Analysis. She has been involved in Providing data-driven, action-oriented solutions to challenging business problems and also deliver valuable insights via data analytics and advanced data-driven methods. Madhu Babu Cherukuri Sr. Data Scientist at Intel Corporation He has over 15 years of expertise in handling various analytics projects, using several types of ML algorithms in multiple business domains. He has extensive knowledge of SAS, SQL, R, and Python and is proficient in big data environments. Phaneendra Akula Senior Manager, Data Science - Ex Tesco Phaneendra Akula is presently working at Sunrise i tech Systems Private Limited. He has more than nine B z years of experience in the field of data science and has worked in many prestigious companies like Genpact, S, and esco. TC T A huto h i it s s D x Director - Tec nolog Cons lting at TIMindtree h y u L Ashutosh Dixit is an experienced cloud architect with a demonstrated history of working in the I services T industry since 2010. He has worked at several eminent organi ations like Mindtree, Accenture, racle, and z O C apgemini. Arun Ra i v Data Scientist @ A a on m z Arun Ravi has 10+ years of experience and involved in successful data-driven transformations across industries. Proficient discovering the insights via descriptive and diagnostic analysis. uilt the classification B Multi- lass, Hierarchical lassification, Multi-Label, propensity models, sentiment analysis. C C Page - 8 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Intellipaat Career Services 500+ 600+ 3100+ 30 LPA Webinars Job Shares Hiring Partners Highest Salary * What Makes Us Tick Career-oriented Sessions Placement assistance Attend 10+ career-oriented sessions Receive ultiple Job pportunities by M O by industry mentors and prepare applying to unlimited Jobs via Intellipaat your career trajectory Job Portal Profile Building Dedicated Job Portal Access Craft a Software Engineer resume Get Exclusive access to a dedicated job and LinkedIn profile to make an portal providing assistance for the best impression on top employers opportunities available for the learners Moc ntervie Pre aration k I w p Job Fairs Prepare with mock interviews Job fairs are conducted regularly to including most asked uestions by q introduce learners to major top employer s organizations 1:1 Mentoring Sessions H ac at ons k h Get 1:1 guidance at every step in Work in teams and get exclusive your career transition to Software access to hackathons Engineers Learner Reviews N a een v Kum a r Pa ijat e r D v Ada rsh Vijay D ata ien e Sc c /M a ine ch. Re ea Sr s rch Analy t at s Data Analy t at ax en s M g L ea nin nt r g E hus ia ti s c Galla e gh r Te nolo ie ch g s It was an amazing experience learning I upgraded my skills with the help of Best Data Science Course with Data Science from Intellipaat. he T Intellipaat and in less than 2 years I , placement! I found Intellipaat’s trainers were friendly experienced and , , was promoted to a anagerial role. M coaching team to be talented in their very interactive. Also the support team , I was able to transit my career from respective domains. y learning was M is active 24 hours a day. I highly Non- ech to ech with a salary hike T T very good as it helped me upgrade , recommend this course. of 100%. my skills. * Past record is no guarantee of future job prospects | ** Placement Assistance doesn’t guarantee you a job Page -- 10 Page 9 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Glimpse of our Successful Transitions 4.6 4.5 4.38 Career Transitions Nirmal Kumar Kumhar From
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 Data Analyst | India Fresher Data Analyst Adarsh Vijay From
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 Data Analyst | India Fresher Data Analyst Ankit Kumar From
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 Data Scientist | India Fresher Data Scientist Henil Collerwala From
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 Software Engineer | India Fresher Software Engineer Page - 10 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com Program Partners About Intellipaat 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 because we believe that everyone has the right to quality education. We create courses in collaboration with top universities and MNCs focused on employability, including iHUB IIT Roorkee, EICT IIT Guwahati, IITM Pravartak, IIM Ranchi, IIT Jammu, VNIT Nagpur, IU Germany, University of Essex, University of Liverpool, Microsoft, and others. Our courses come with 24/7 support and are delivered by Subject Matter Experts (SMEs). These courses help learners increase their employability, and our outstanding career services help them jump-start their careers in their dream jobs. About DRISHTI CPS, IIT Indore IIT Indore is the eighth IIT established in 2009 in India. IIT Indore DRISHTI CPS Foundation is a Technology Innovation Hub (TIH) setup at IIT Indore under the aegis of National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS) with a focus on System Simulation, Modelling & Visualisation. Achievements of IIT Indore Ranked 14th among engineering colleges in India in 2023 - NIRF Won Global Best M-GOV Awards gold medal with their blockchain receipt app "Blockbill” in 2023” IIT Indore ranked 201 globally and 2nd in India in Computer Science in 2022 Collaboration with Microsoft When it comes to new-age technologies and tools, Microsoft is the biggest names and leading innovators. The course is led by experts who will walk you through all of the necessary skills in the domain and get you started on projects relevant to various organisations. Page - 11 IND: +91 7022374614 US: 1-800-216-8930 [email protected] www.intellipaat.com  10 Million Learners & 500+ corporates across 155+ countries upskilling on Intellipaat platform Contact Us INDIA
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