In today’s rapidly evolving technological landscape, expertise in Data Science and Artificial Intelligence (AI) has become a cornerstone for career advancement. Recognizing this demand, the IIT Madras Digital Skills Academy, in collaboration with Intellipaat, offers an Online Advanced Certification in Data Science and Artificial Intelligence. This comprehensive online program is designed to equip professionals with the skills and knowledge needed to excel in the data-driven world.
About the Program
The Online Advanced Certification in Data Science and Artificial Intelligence is meticulously crafted to help you master the essential and advanced skills sought by leading employers in the Data Science domain. Delivered by esteemed professors from IIT Madras and industry experts, this online course covers a wide array of topics including:
- Programming with Python
- Machine Learning
- Git Version Control
- Advanced Statistics
- Cloud Deployment of Machine Learning Models
- AI Concepts
By the end of the program, you will not only possess a deep understanding of Data Science and AI but also receive career services from Intellipaat to connect you with top multinational corporations (MNCs).
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About IIT Madras Digital Skills Academy
The IIT Madras Digital Skills Academy is a pioneering initiative that offers a variety of online programs in partnership with NASSCOM. The academy’s mission is to upskill millions of students and professionals in trending technologies through a blend of theoretical knowledge and hands-on experience, all taught by leading academicians.
Achievements of IIT Madras
- NIRF Rank 1 for the last three years
- Ranked 50 in Asia by the QS World University Rankings in 2020
- Ranked 63 in Emerging Economic University Rankings in 2020
Upon completing the online program, participants will:
- Attend live online lectures from IIT Madras faculty and industry experts
- Receive an advanced certification in Data Science and AI from IIT Madras Digital Skills Academy & Intellipaat
Also Check – IIT Delhi Launches Advanced Technology & AI Leadership Program for Future Tech Leaders
About Intellipaat
Intellipaat is a leading online training provider with over 600,000 learners across 53+ countries. Committed to democratizing education, Intellipaat believes that quality education should be accessible to everyone. Their online courses are delivered by subject matter experts from top MNCs, ensuring that learners receive up-to-date and relevant knowledge.
Key Offerings by Intellipaat
- Expert Instructors: Learn from professionals with extensive industry experience.
- Flexible Learning: Self-paced online courses with 24/7 access.
- Career Services: Assistance with resume preparation, LinkedIn profile building, and interview preparation.
Key Features
The Online Advanced Certification program stands out with its comprehensive features designed to enhance your learning experience:
- 7 Months of Live Online Classes: Interactive sessions with instructors.
- 24/7 Online Support: Continuous assistance from the support team.
- 20+ Real-Time Industry Projects: Hands-on projects that simulate real-world scenarios.
- 30+ Case Studies: In-depth analysis of various business problems.
- Certification from a Top University: Accredited certification from IIT Madras.
- Career Services by Intellipaat: Support in job placement and career advancement.
- Industry-Recognized Certification: A credential that is valued by employers worldwide.
- Learn from IIT Experts: Instruction from highly qualified faculty members.
Career Support
Intellipaat provides robust career support to ensure that you can seamlessly transition into your desired role in Data Science and AI.
Services Offered
- Dedicated Learning Manager: Receive personalized feedback and mentorship.
- Personalized Industry Mentor: Guidance tailored to your career goals from industry experts.
- Mock Interviews: Practice sessions to prepare for real-world interviews.
- 3 Guaranteed Interviews: Access to interviews with over 400 hiring partners, including top startups and MNCs.
- Resume Preparation & LinkedIn Profile Building: Professional assistance to enhance your job application materials.
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Eligibility Criteria & Application Process
Who Can Apply?
- Individuals with a keen interest in learning AI and Data Science.
- IT professionals aiming for a career transition into Data Science and AI Engineering.
- AI and Business Intelligence professionals seeking to enhance their skills.
Application Process
The application process is straightforward and consists of three main steps:
- Submit Application:
- Provide personal details and explain why you want to join the program.
- Admission Test & Application Review:
- Clear an admission test followed by a personal interview with the interview panel.
- Receive Admission Letter:
- Shortlisted candidates will receive an admission letter upon payment of the admission fee.
Completion Certificate
Learning Path
The program is structured to provide a clear and logical progression through various topics, ensuring a comprehensive understanding of Data Science and AI.
Elective Courses
- Data Analysis with MS Excel: Master Excel for data manipulation and visualization.
- Data Wrangling with SQL: Learn SQL for effective data management.
- Natural Language Processing and its Applications: Explore NLP techniques and their real-world applications.
Course Advisors & Faculty
Learn from a diverse team of experts who bring a wealth of knowledge and industry experience to the program.
Faculty Members
- Dr. Arun K. Tangirala
- Position: Professor, IIT Madras
- Expertise: Analytical Chemistry, Controller Performance Monitoring, Time-Frequency Analysis
- Dr. Nirav Bhatt
- Position: Assistant Professor, IIT Madras
- Expertise: Machine Learning, Biological Networks Modeling, Data Analysis of Engineering Systems
- Prof. Babji Srinivasan
- Position: Associate Professor, IIT Madras
- Expertise: Behavioral Informatics, Cognitive Systems Engineering, Human Cyber-Physical Systems
- Madhu Babu Cherukuri
- Position: Senior Data Scientist, Intel Corporation
- Expertise: Machine Learning Algorithms, Big Data Environment, SAS, SQL, R, Python
- Vinayak Panchaman
- Position: Intelligence Consultant, IKEA Business
- Expertise: Data Modeling, Sentiment Analysis, Power BI, Qlik
- Prof. Shankar Narasimhan
- Position: Professor, IIT Madras
- Expertise: Data Mining, Process Design & Optimization, Fault Detection and Diagnosis
- Mr. Suresh Ramadurai
- Position: Data Science Consultant
- Expertise: Analytics in Advertising, Market Research, Data Science Education
Also Check – Master Big Data with IISc’s Computational Data Science Program
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Program Curriculum
The curriculum is designed to cover both foundational and advanced topics in Data Science and AI, ensuring that participants gain a holistic understanding of the field.
Preparatory Classes
- Python & Linux:
- Basics of Python libraries and functions
- Fundamentals of the Linux operating system
Core Curriculum
- Git:
- Version control systems
- Introduction to SVN and Git
- Git lifecycle and common commands
- Branching, merging, and resolving conflicts
- Python with Data Science:
- Data Science introduction using Python
- Python constructs and OOPs
- NumPy and SciPy for mathematical and scientific computing
- Data manipulation techniques
- Advanced Statistics:
- Central tendency and variability
- Hypothesis testing and ANOVA
- Correlation and regression analysis
- Probability theories and Bayes’ theorem
- Machine Learning & Prediction Algorithms:
- Supervised and unsupervised learning
- Dimensionality reduction
- Time-series forecasting
- Data Science at Scale with PySpark:
- Big Data and Apache Spark introduction
- Spark framework and RDDs
- PySpark SQL and Data Frames
- AI & Deep Learning using TensorFlow:
- Deep Learning and Neural Networks
- Multi-layered and Artificial Neural Networks
- Deep Learning libraries
- Deploying Machine Learning Models on Cloud (MLOps):
- Importance of MLOps
- Deploying ML models in production
- Using Jenkins & Docker for deployment
- Data Visualization with Tableau:
- Data visualization principles
- Tableau architecture and metadata
- Creating sets, filters, and dashboards
- Integrating Tableau with R and Hadoop
- Data Science Capstone Project:
- Apply learned skills to a real-world project
- Gain industry experience in a specific domain
Self-Paced Courses
- Data Analysis with MS Excel:
- Data entry, referencing, and logical functions
- Data transformation and visualization
- Pivot tables and Macros
- Data Wrangling with SQL:
- SQL fundamentals and database normalization
- Advanced SQL operations and functions
- Working with subqueries and stored procedures
- Natural Language Processing and its Applications:
- Text mining and processing
- Text classification and language modeling
- Dialog systems and semantic analysis
Case Studies and Project Work
Engage in multiple case studies and projects across various domains to reinforce your learning:
- Face Detection: Utilize computer vision techniques to detect faces in images.
- AI Chatbot: Create an AI chatbot using IBM Watson and the IBM Cloud platform.
- Housing Price Prediction: Predict house prices using extensive datasets.
- HR Analytics: Analyze HR datasets to solve real-world HR problems.
- Joke Rating Prediction: Develop models to predict user ratings for jokes.
- PySpark & RDD Projects: Implement data processing using PySpark.
- Restaurant Revenue Prediction: Predict restaurant sales using ensemble models.
- Recommendation Engines: Build book and movie recommender systems.
- Pokémon Classification: Predict Pokémon attributes using classification models.
- Census Project: Predict individual incomes using supervised ML models.
Certification
Upon successful completion of the online program, participants will receive a prestigious certificate from the IIT Madras Digital Skills Academy. This certification serves as a testament to your expertise in Data Science and AI, enhancing your credibility in the job market.
Success Stories
Hear from some of our successful alumni who have transformed their careers through this online program:
- Melwin Rodrigues: Transitioned from customer care to Data Science, achieving goals that once seemed impossible.
- Ankit Kumar: Overcame doubts as a B.Com graduate to excel in Data Science, proving that anyone can succeed in this field.
- Gaurav Saboo: Applied new skills to secure a promotion and a salary hike.
- Shehzin Mulla: Upskilled and accessed numerous job opportunities, gaining confidence in technical skills.
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