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Master the skills of Machine Learning & Artificial Intelligence with this advanced Data Science and Artificial Intelligence by IIT Madras & Intellipaat. You will get to learn from the IIT Madras faculty & industry experts with 1:1 mentorship in this intensive online bootcamp.
CCE IIT Madras
This online Data Science and Artificial Intelligence advanced certification course led by the IIT Madras faculty aims at helping you master all the basic and advanced level skills that are crucial in the field of Data Science, Machine Learning, Deep Learning, and Artificial Intelligence.
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About IIT Madras Digital Skills Academy
IIT Madras Digital Skills Academy has initiated various programs in partnership with NASSCOM. The courses offered by them aim to upskill millions of students and professionals in trending technologies through a blend of theoretical and hands-on knowledge and are taught by leading academicians.
Upon Completion of this course, you will:
Data Engineer | Bengaluru
Product Manager | India
With this course, I switched to the Product Manager role with an 85% hike. They conducted so many interviews, live capstone projects, and resume-building strategies that gave me confidence.
Senior Technical Associate | India
I got promoted to Sr. Technical Associate with a 60% hike after completing this course from Intellipaat. The training taught me new skills and how to implement the same in my current role.
Senior Technical Associate
Data Scientist | India
Becoming a Data Scientist from a Customer Service Agent was possible only due to expert guidance by Intellipaat trainers. Even after working for 10 years in customer care, I am a Data scientist today.
Customer Service Agent
Machine Learning Engineer | India
Intellipaat made my transition from civil engineering graduate to IT industry professional smoothly with its round-the-clock support, excellent curriculum, industry-standard projects, and efficient trainers.
B. Tech — Civil Engineering
Machine Learning Engineer
Data Scientist | Delhi
Intellipaat has given me the confidence that anyone can become a Data Scientist with its rich course and expert guidance. With the help of Intellipaat, I switched from a non-tech role to a Data Scientist.
Data Scientist | Hyderabad
Today, I am a certified Data Scientist and this has happened post I enrolled in this program. It covers all the necessary concepts and techniques in lucid language. I am thankful to Intellipaat for giving me this career growth.
Aircraft Maintenance Engineer
Big Data Developer | Dallas
The course helped me make a career transition from Computer Technical Specialist to Big Data developer with a 60% hike. The online interactive sessions by trainers are the best thing about Intellipaat.
Computer Technical Specialist
Big Data Developer
Data Scientist | Bengaluru
Intellipaat offered me the best learning experience, and today, I have successfully transitioned from a Manager in Edutech to a Data Scientist. The comprehensive curriculum and the career guidance sessions helped me a lot.
Manager Analytics & Data Science
Program Manager | Pune
Thanks to Intellipaat, I was able to switch to the role of a Program Manager from a Microsoft Dynamics Consultant. Gaining knowledge in the latest technologies as per industry standards helped me the most.
Microsoft Dynamics Consultant
Data Science Intern | Gurugram
I was able to achieve my goal of becoming a Data Science professional from being a lecturer, due to Intellipaat. It offered a platform to learn Data Science from the best trainers. The real-life projects were good.
Data Science Intern
55% Average Salary Hike
$1,20,000 Highest Salary
12000+ Career Transitions
400+ Hiring Partners
Understand the issues and create models based on the data gathered, and also manage a team of Data Scientists.
Build strategies on frameworks and technologies to develop AI solutions and help the organization prosper.
With the help of several Machine Learning tools and technologies, build statistical models with huge chunks of business data.
Design and build Machine Learning models to derive intelligence for the numerous services and products offered by the organization.
Create and manage pluggable service-based frameworks that are customized in order to import, cleanse, transform, and validate data.
Extract data from the respective sources to perform business analysis, and generate reports, dashboards, and metrics to monitor the company’s performance.
Dr. Tangirala is a professor at IIT Madras with expertise in analytical chemistry and a keen interest in the fields of Controller Performance Monitoring, Time frequency analysis of Processes, and Fuel cells, etc.
He works as an assistant professor for the Biotech department at IIT Madras and holds a DSc from EPFL, Switzerland. His research interests span from modelling and optimization of biological networks to Machine Learning.
Dr. Babji Srinivasan is working as an assistant professor in the Department of Applied Mechanics at IIT Madras. He holds a Ph.D. from Texas Tech University, and his research interests span from Behavioral Informatics to Cognitive Systems Engineering.
He carries over 15 years of expertise in handling various analytics projects, using several types of ML algorithms in multiple business domains. He also comes with extensive knowledge in SAS, SQL, R, Python and is proficient in Big Data Environment.
Vinayak has over 13+ years of experience and specializes in Data Modeling , preparing KPIs, SQL query, Functional Dashboards with Qlik, Power BI, Sentiment Analysis, etc along with holding a CSM (Certified Scrum Master) certification.
A fellow of the Indian National Academy of Engg.,his research area includes data mining, process design & optimization, FDD etc. He has co-authored several reconciliation papers, a book and a course ‘Data Science for Engineers’ on the NPTEL platform.
Suresh Ramadurai is involved in teaching market research as a visiting faculty at various IIMs and in training analytics professionals. He is an IIT Delhi graduate with a degree in Chemical Engineering and holds a PG Dip. in Management from IIM Bangalore.
The application is free and takes only 5 minutes to complete.
Excel For Data Analytics
Data Visualization with Excel
Excel Power Tools
Classification Problems using Excel
Information Measure in Excel
Regression Problems Using Excel
Classification problem using excel on sales data, and statistical tests on various samples from the population.
SQL Basics –
Advanced SQL –
Deep Dive into User Defined Functions
SQL Optimization and Performance
Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data, and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).
Descriptive Statistics –
Inferential Statistics –
Extract Transform Load
Data Handling with NumPy
Data Manipulation Using Pandas
Introduction to Machine learning
Artificial Intelligence Basics
Text Mining, Cleaning, and Pre-processing
Text classification, NLTK, sentiment analysis, etc
Sentence Structure, Sequence Tagging, Sequence Tasks, and Language Modeling
AI Chatbots and Recommendations Engine
RBM and DBNs & Variational AutoEncoder
Object Detection using Convolutional Neural Net
Generating images with Neural Style and Working with Deep Generative Models
Distributed & Parallel Computing for Deep Learning Models
Deploying Deep Learning Models and Beyond
Introduction to MLOps
Deploying Machine Learning Models
Power BI Basics
Data Visualization with Analytics
Creating a dashboard to depict actionable insights in sales data.
The Data Science capstone project focuses on establishing a strong hold of analyzing a problem and coming up with solutions based on insights from the data analysis perspective. The capstone project will help you master the following verticals:
Introduction to Big Data And Spark
Advanced Concepts & Spark-Hive
The application is free and takes only 5 minutes to complete.
Projects will be a part of your Certification in Data Science & Artificial Intelligence to consolidate your learning. It will ensure that you have real-world experience in Data Science and AI.
Practice 20+ Essential Tools
Designed by Industry Experts
Get Real-world Experience
Use Python 3.5 (64-bit) with OpenCV for face detection. The learners must ensure that the system will have to detect multiple faces in a single image. Students must work with essential libraries such as CV2 and Glob.
In this project, the learners will get to work with the IBM Watson AI chatbot, create their own AI chatbot, and see how the IBM cloud helps them create a chatbot on the backs of possibly the most advanced machine learning systems available.
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.
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.
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
Work with census income dataset from UCI Machine Learning repository that contains income information for more than 48k individuals. Use data handling techniques to handle missing values and also predict the annual income of people.
In this project on housing price prediction, get a 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 houses.
Learn to work with the HR Analytics dataset and understand how methodologies 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.
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)
Create a recommending engine by using the SVD algorithm to predict movies on Netflix based on their past ratings. Work with various packages, such as NumPy, pandas, matplotlib and Pyplot, to handle missing values from the dataset.
Extract various Pokémon based on a particular parameter and use a classification model to predict the legendary Pokémon. Work with the regression algorithm to predict the attack and defense of a particular Pokémon.
I am happy to have enrolled in this data science program. The syllabus is organized and the course is well designed. Best features are the 24*7 support and trainers who are domain experts.
Great learning experience with this course. The support team was always available. The collaboration of practical with theoretical knowledge makes it highly suitable for those who want to upskill.
It was a wonderful learning experience to learn from the trainers at Intellipaat. They were hands-on and provided real-time scenarios. Intellipaat is the right place for learning latest technology.
Best Data science course with placements. I was able to upgrade my skills with the help of the rich content and expert training by instructors who carried good experience in the domains.
The training and support team are highly cooperative. The best thing about it is the prompt support. The trainers are well-versed with the concepts and great content.
This advanced certification is outstanding. The trainer is an experienced Data Scientist who has a good hold on the concepts. Now I am a confident data science professional and joined a reputed firm.
The candidates from Intellipaat were very good. They are better than experienced people from the same domain. The learners had hands-on experience. The product managers were very happy with the job-ready recruits.
Over 20+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions and that will help you stay on track with your up skilling objective.
Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at profile shortlisting stage
Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.
Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learners’ educational background, past experience, and future career aspirations.
Guaranteed 3 job interviews upon submission of projects and assignments. Get interviewed by our 400+ hiring partners.
Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.
Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!
The application process consists of three simple steps. An offer of admission will be made to selected candidates based on the feedback from the interview panel. The selected candidates will be notified over email and phone, and they can block their seats through the payment of the admission fee.
Tell us a bit about yourself and why you want to join this program
An admission panel will shortlist candidates based on their application
Selected candidates will be notified within 1–2 weeks
Total Admission Fee
Admissions are closed once the requisite number of participants enroll for the upcoming cohort. Apply early to secure your seat.
|Program Induction||26th June 2022||08:00 PM IST||Weekend (Sat-Sun)|
|Regular Classes||26th June 2022||08:00 PM IST||Weekend (Sat-Sun)|
Upon completion of the Data Science and Artificial Intelligence training course and execution of the various projects in this program, you will receive a joint Advanced Certification in Data Science and Machine Learning from Intellipaat and IIT Madras.
The Advanced Certification in Data Science and AI course is conducted by leading experts from IIT Madras and Intellipaat who will make you proficient in these fields through online video lectures and projects. They will help you gain in-depth knowledge in Artificial Intelligence and Data Science, apart from providing hands-on experience in these domains through real-time projects.
After completing the course and successfully executing the assignments and projects, you will gain an Advanced Certification in Data Science and Machine Learning from Intellipaat and IIT Madras which will be recognized by top organizations around the world. Also, our job assistance team will prepare you for your job interview by conducting several mock interviews, preparing your resume, and more.
If you fail to attend any of the live lectures, you will get a copy of the recorded session in the next 12 hours. Moreover, if you have any other queries, you can get in touch with our course advisors or post them on our community.
There will be a 2-day campus immersion module at IIT Madras during which learners will visit the campus. You will learn from the faculty as well as interact with your peers. However, this is subject to COVID-19 situation and guidelines provided by the Institute. The cost of travel and accommodation will be borne by the learners. However, the campus immersion module is optional.
What is included in this course?
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