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Advanced Certificate Program in Data Science and AI

Advanced Certificate Program in Data Science and AI

Name: Advanced Certificate Program in Data Science and AI
Item: Advanced Certificate Program in Data Science and AI
Rating: 5
Author: Shanthababu Pandian

193 Students 5 Ratings

Ready to become a leader in the field of Data Science and AI? Our course provides a comprehensive curriculum that covers everything from foundational concepts to advanced techniques. Gain practical experience with real-world projects and get certified to set you apart in a competitive job market. Join now and take the first step towards becoming a Data Science and AI expert!

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Next Batch: Starting on Sat, 19th October

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Curriculum designed by Edureka and approved by E&ICT Academy, IIT Guwahati

Get E&ICT Academy, IIT Guwahati Accredited Certification

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Future of Data Science and AI

Market Size $521.3B

According to Yahoo Finance, the global artificial intelligence (AI) market is expected to reach $521.3 billion by 2028

11.5M New Jobs

According to the U.S. Bureau of Labor Statistics, there will be around 11.5 million new jobs for Data Science professionals by 2026

$119,563/year

The national average salary of a data scientist is $119,563 per year, based on United States Bureau of Labor Statistics

About the Data Science Program by IIT Guwahati

E&ICT Academy, IIT Guwahati, and Edureka have collaborated to create this Advanced Certificate Program in Data Science and AI. The Indian Institute of Technology, Guwahati, is one of the top 10 engineering institutions as per the latest NIRF rankings and among the top 150 universities in Asia.

This Data Science Program by IIT Guwahati will nurture and transform you into a highly skilled professional, thus helping you land a high-paying job in Data Science and AI. This top-notch AI and Data Science Programs offers hands-on exposure to industry-level assignments and projects.

Get E&ICT Academy, IIT Guwahati Accredited Certification

Instructor-Led Live Online Classes
450+ Hours of Intensive Learning
9+ Projects, 20+ Case Studies, 100+ Demos
Placement Assistance
High Quality Lab Environment

Certificate

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The actual certificate might slightly differ from the sample certificate

After completing the Advanced Certificate Program in Data Science and AI, you will receive an industry-recognized Certificate from the E&ICT Academy, Indian Institute of Technology Guwahati (IITG), and Edureka.

Who Can Apply for the AI and Data Science Program by IIT Guwahati?

Should have studied PCM in 10+2
Any undergraduate degree holder like BCA, B.Tech, B.E, B.Sc etc.
Any Diploma holder with basic programming knowledge can also apply

Data Science and AI Career Opportunities

Chief Data Scientist

Principal Data Scientist

Director Data Science

Lead Data Scientist

Data Scientist

AI Research Engineer

Data Science Manager

AI Engineer

Data Analyst

Associate Data Scientist

Junior Data Scientist

Machine Learning Engineer

Senior Mid Entry Level

The Edureka's AI and Data Science Program by IIT Guwahati Advantages

WHAT I NEED	EDUREKA ADVANTAGE	WHAT OTHERS OFFER
Practical Knowledge and exposure relevant to the current industry/job needs	Live instructor-led online classes by industry experts	Recorded videos without any interaction with the instructor
Personalized Attention and help to make progress in my learning	Dedicated technical and non-technical teams to resolve all your doubts	No personal attention. Online recordings common for everyone
Curriculum designed by Top 10 Institutes in India, relevant to the current industry/job needs	Curriculum designed by Edureka and approved by E&ICT Academy, IIT Guwahati	Certificate from E&ICT Academy, IIT Guwahati, and Edureka recognized globally
Doubt Clearing Sessions, both regular and one-on-one	24x7 subject matter expert support for your technical doubts and non-technical doubts	Unsatisfactory support and zero doubt clearing sessions
Lifetime Support & Guidance even after the course completion	Lifetime access to our Learning Management System and Edureka Support	No support after the completion of the course
Certificate and Credentials which are highly recognized in today's job market	Certificate from E&ICT Academy, IIT Guwahati, and Edureka recognized globally	Certificate from unknown foreign or non-recognized colleges
Career Guidance & Placement Support to get a relevant job in a top company	Complete access to a plethora of our Career Assistance Services	Minimal or no career/placement services
Immersive Learning Experience, unlike any other online platform	A unique learning ecosystem to give you an offline-like immersive experience	Recorded videos without any live experience

Edureka Advantage

What others offer

Practical Knowledge and exposure relevant to the current industry/job needs

Live instructor-led online classes by industry experts

Recorded videos without any interaction with the instructor

Personalized Attention and help to make progress in my learning

Dedicated technical and non-technical teams to resolve all your doubts

No personal attention. Online recordings common for everyone

Curriculum designed by Top 10 Institutes in India, relevant to the current industry/job needs

Curriculum designed by Edureka and approved by E&ICT Academy, IIT Guwahati

Certificate from E&ICT Academy, IIT Guwahati, and Edureka recognized globally

Doubt Clearing Sessions, both regular and one-on-one

24x7 subject matter expert support for your technical doubts and non-technical doubts

Unsatisfactory support and zero doubt clearing sessions

Lifetime Support & Guidance even after the course completion

Lifetime access to our Learning Management System and Edureka Support

No support after the completion of the course

Certificate and Credentials which are highly recognized in today's job market

Certificate from E&ICT Academy, IIT Guwahati, and Edureka recognized globally

Certificate from unknown foreign or non-recognized colleges

Career Guidance & Placement Support to get a relevant job in a top company

Complete access to a plethora of our Career Assistance Services

Minimal or no career/placement services

Immersive Learning Experience, unlike any other online platform

A unique learning ecosystem to give you an offline-like immersive experience

Recorded videos without any live experience

Hi Pavan! . Your interview slot booking is pending.

Data Science and AI Career Assistance Services

300+ CAS Sessions

Edureka has conducted 300+ Career Mentoring & CAS Webinars for active program batches

180+ Sessions

Conducted over 180+ learner-focused training sessions that include mock interviews sessions and career monitoring sessions

Job Portal

Get access to partner-powered job search portal

CAS Schedule

Exclusive Edureka Job portal - Elevayt

After 80% course completion

Get exclusive access to Elevayt, our dedicated job portal to apply for jobs. Use Elevayt job calculator to figure out the potential jobs you can apply to. Get matched to the appropriate opportunities you seek in less than 5 minutes. Get in touch with the hiring teams directly and receive responses quickly.

Resume & LinkedIn Profile Building

After 80% course completion

Unlock your career potential with our Resume & LinkedIn Profile Building solutions. Our tailored approach emphasizes your key achievements, ensuring your profile resonates effectively with recruiters and industry professionals.

Interview Preparation

After 80% course completion

As the Data Science & AI course is towards the end, a lot of emphasis is laid on how to crack the interviews. A learner will get expert tips, sample technical and non-technical interview questions, and advice on how to prepare for a Data Science & AI interview.

Data Science & AI Career-Oriented Webinars

After 80% course completion

Dive into the future of Data Science & AI careers with our exclusive webinar. Explore cutting-edge strategies, industry insights, and practical tips from experts. Whether you're starting or advancing in Data Science & AI, gain invaluable knowledge to elevate your career trajectory and seize new opportunities.

Mock Interview Sessions (1:1)

After 80% course completion

The learners can take part in mock interview sessions with industry experts to gain hands-on experience in real-life technical rounds, HR round, and more. Learners will also get constructive feedback and tips from the experts.

Our Edureka AI and Data Science Program Alumni Work At

Edureka has placed thousands of students in various top tech companies, witnessing the progress of our alumni gives us immense gratification. Their successful journey into the professional world is an inspiration for all of us and we take pride in it. Edureka alumni is working with

AI and Data Science Program Review

Actually, speaking since 2016, I am upskilling myself with Edureka related to cutting edge technologies these many years. Each course was really helped and helping my career path. Certainly, I should mention Data Science and AI program

This is one of the best-designed course, very informative and well paced. I was very pleased with the course. Another favorite part of the course are the online labs. This course is suitable for everyone its a good mix of theory and

It was very structured LMS and very handy and easy to access and course material is good. It was good experience and Edureka has given me the entire classroom experience which is difficult to achieve in online training.

Instructors and Mentors

Mentors

Influencers

Ankit is a Data Science professional with 12+ years of experience. An alumnus of IIT Bombay, he has mentored various startups and taught ML concepts to more than 250+ students. He has published articles in top-notch peer-reviewed journals and magazines and was awarded as the most downloaded paper of the year 2018 for his paper published in Wiley Publications.

Sanjay, Former VP - Decision Science at BNY Mellon Technologies is a Certified Blockchain Solution Architect, holds 22+ years of experience in the Information Technology & Financial Services industry with an emphasis on Digital IT strategy & Business strategy alignment. As an Alumnus of Shivaji University, he is also a respected global senior leader with proven leadership (22 years) in driving technology innovation for business growth.

Awanish holds 18+ years of experience in the field of IT industry. An alumnus of IIT Kanpur & Georgia Institute of Technology, he had held several administrative posts at IIT Kanpur. Currently, he is designated as the lead platform engineer at FogHorn Inc, a company that offers fog computing, analytics, machine learning, monitoring, and other related solutions.

Shirish is an Analytical & Consulting Professional who carved excellence in the industry of technology, media, telecom & CPG. In the field of Data Science, he comes with 18+ years of experience in large scale implementations in areas like Natural Language Processing (NLP), Image classification and device error prediction.

Passionate about Customer analytics and solutions for Banking, Retail and Healthcare, Sandeep has played a major role as a Former Vice-President - Products at Eye Care Leaders. With 20+ years global experience in Consulting, Products and Development and an Alumnus of IIT Bombay, he has established revenue generating products worth hundreds of million Dollars.

An undaunted Data Scientist with 8+ years of experience, his humongous technical skills as a DevOps Python Engineer in Python and bash, OOPS in Python, Linux, Unix, VMware ESX, automation on Data Ontap etc has truly gone way above and beyond in achieving his career in various reputed IT and software companies like Netapp and Oracle.

Ark has 7+ years of industry experience in Data Science, Deep Learning, Artificial Intelligence, Machine Learning, Data Analysis, Risk Analytics, Business Consulting, Statistical Modeling, Credit Risk Modeling. His expertise lies in GPU acceleration of Deep learning Models using NVIDIA GPU and TensorRT.

AI and Data Science Program’s Curriculum

Our AI and Data Science Program Syllabus is balanced to ensure that it meets the needs of a beginner and a Data science and AI expert looking to upskill themselves to suit the current industry and market needs to land a high-paying job.

Introduction to Data Science
Data Collection and Cleaning
Python Fundamentals
Control Flow and Functions
Array Computations using NumPy
Data Manipulation using Pandas
Visualizing Data using Matplotlib and Seaborn
Web Scraping (Self-paced)
End-Course Assessment

Introduction to Statistical Analysis
Exploratory Data Analysis
Introduction to Probability
Probability Distribution Functions
Inferential Statistics - I
Inferential Statistics - II
Regression (Self-paced)
End-Course Assessment

Introduction to Machine Learning
Supervised Learning - Regression
Evaluating Regression Models
Supervised Learning - Classification
Decision Tree and Random Forest Models
Mathematical and Bayesian Models
Dimensionality Reduction
Unsupervised Learning using Clustering
Model Evaluation and Hyperparameter Tuning
Model Boosting and Optimization
Association Rule Mining and Recommendation Engines (Self-paced)
Time Series Analysis (Self-paced)
End Course Assessment

Mid Program Project

Cloud Computing and AWS Foundations
Conversational AI Development with SageMaker, Lex and Polly
Image and Data Analysis with AWS Rekognition, Textract, and Quicksight
Machine Learning Model Deployment in AWS
End Course Assessment

Introduction to NLP
Text Pre-processing
Analyzing Sentence Structure
Text Classification
Building a Resume Classifier (Self-paced)
Building a intent based RASA Chatbot (Self-paced)
NLP in Production (Self-paced)
End Course Assessment

Introduction to Deep Learning
Getting started with Tensorflow 2.0 with Tensor Board
Neural Networks with TensorFlow 2.x
Deep Learning for Images using CNN
TensorFlow Hub for Object Detection using Faster RCNN
Object Detection Using OpenCV - Part 1
Object Detection Using OpenCV - Part 2
Deep Learning for Sequences using RNN (Self-paced)
End Course Assessment

Data Warehousing
Data Integration and ETL
Getting Started with Big Data
Storing Big Data in a Distributed Cluster
Data Mining (Self-paced)
Frequent Pattern Mining (Self-paced)
Data Ingestion in Hadoop using Sqoop and Flume (Self-paced)
Spark’s Big Data Engine and RDD Concepts (Self-paced)
Relational Data Processing with Spark - Spark SQL (Self- paced)
Machine Learning with Spark - Spark ML (Self-paced)
End Course Assessment

Data Connection and Visualization in Tableau
Calculations in Tableau
Advanced Visualizations
Sharing Your Insights Through Dashboards
End Course Assessment

Capstone Project

Introduction to RDBMS and MySQL
Database Modeling
Creating Databases and Tables
Querying and Modifying Tables
Joins and Functions in MySQL
Database Integration with Python
End Course Assessment

Introduction to OpenAI and ChatGPT
Business Use Cases of ChatGPT
Deploying and Integrating ChatGPT in Business Applications
GPT Models, Pre-processing and Fine-tuning ChatGPT
Working with GPT-3 and OpenAI API

Module 1: Introduction to Sequence Learning
Module 2: RNN vs LSTM with Google Stock Price
Module 3: Sentiment Analysis on Zomato Reviews using LSTM
Module 4: Introduction to the Transformer Model
Module 5: BERT and GPT2 using Transformer
Module 6: Machine Translation with MT5
Module 7: Building a Question-Answer Prediction Model using BERT
Module 8: Assessment

Power BI Desktop and Data Transformation
Data Analysis Expression (DAX)
Data Visualization and Power BI Service
Assignment

Tools, Languages and Frameworks

9+ Data Science and AI Industry Projects

Industry projects will be a part of your Advanced Certificate Program in Data Science and AI to consolidate your learning. Industry projects will ensure you have the real-world experience to start your career in Data Science and AI.

Practice 50+ Tools and Libraries

Get Real-world Experience

Beginner

Intermediate

Advance

Live Session

Domain: Finance and Investment
Scenario: Data Science extracts meaningful insight from chunks of raw data, which is useful to different business segments for plannin...

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Live Session

Domain: Public safety and Emergency
Scenario: This data is from Montgomery Country in the Pennsylvania State USA. 911 is the most important social security feature of ...

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Live Session

Domain: Retail
Scenario: "MyCars" is a new age startup laying foundations for setting up a car resell domain and they are setting up a team of ML experts to make predic...

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Mid Program

Domain: Healthcare
Scenario: “AIHealth” is a new age startup laying foundations in the healthcare domain by solving some of the most prominent problems by using ...

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Mid Program

Domain: Hospitality
Scenario: MyHostels in Europe is a very popular hostel chain across various countries, and they want to focus on hostel travelers in the next financ...

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Mid Program

Domain: Travel and Tourism
Scenario: A new Indian start-up, "MyNextBooking” is an aggregator (comparisons for getting the best price on online travel booking) on top...

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Capstone

Domain: OTT
Scenario: “MyNextMovie” is a budding startup in the space of recommendations on top of various OTT platforms providing suggestions to its customer base ...

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Capstone

Domain: Security and Defense
Scenario: The INTERPOL Face Recognition System (IFRS) contains facial images received from more than 179 countries which makes it a uniq...

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Capstone

Domain: Retail
Scenario: You have been recruited as a freelancer for a Retail store that supplies Furniture, Office Supplies and Technology products to customers acr...

More Details

AI and Data Science Program by IIT Guwahati Admission Process

Enrolment Form

You will be required to provide personal, educational, and professional details. Once we receive your details, our Admissions Counselor will reach out to take your candidature further.

Interview and Offer Letter

A one-on-one chat with our SME to understand your basic knowledge, prior work experience, and your expectations from the course. After your interview assessment, you will receive an offer letter from us.

Payment & Batch Allotment

Based on your application form and interview performance, your final fee will be determined. After you make an upfront payment to confirm your batch, you will be given course credentials and your learning journey will begin!

AI and Data Science Program Fee

You can join the course at an EMI of

₹10,999/month

The program fee is

₹2,25,000 (Including Taxes)

Our Payment Partners

FAQs

Program Details

Eligibility

Admissions Process

Fee Structure and Financing Options

Refund and Deferral

Support

This is a live instructor-led online program with a 9-month duration along with some bonus self-paced content.

Data Science encompasses a vast discipline that requires enormous amounts of data to discover hidden patterns and trends and extract valuable data to aid in making better decisions. Since companies collect vast data, they employ different techniques and tools to create predictive models. This program can help you understand all its fundamental concepts starting from scratch.

Artificial Intelligence (AI) refers to the ability of machines to perform tasks that would normally require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI involves the development of algorithms and computer programs that can analyze and learn from data and use that knowledge to make decisions or take actions. This Program can help you understand all its fundamental concepts starting from scratch.

This is a 9-month online Data Science Program by IIT Guwahati. All the live classes will be conducted on weekends.

It will be an instructor-led live-class mode of teaching along with some self-paced content.

This Data Science Program by IIT Guwahati is curated in collaboration with E&ICT Academy, IIT Guwahati, and Edureka. This program will nurture and transform you into a highly-skilled professional to land a high-paying Data Science and AI job.

If you miss a live class, you will get a recording of the class within the next 12 hours. Apart from this, you will be given 24*7 technical support in case of any query.

Industry experts will take the classes in order to help you get the best of both academic and professional experience.

Data Scientists are experts in data analysis who possess the technical knowledge to tackle complex issues and the curiosity to learn about the problems that need to be addressed. Data scientists were not on many minds a decade ago, but their rapid rise indicates how companies think about extensive data. This massive, unstructured mass of data cannot be ignored or discarded. It's a virtual goldmine that can boost revenues - provided a person digs and discovers business-related knowledge that no one else has thought of looking for.

AI engineers build intelligent systems using AI technologies like machine learning, deep learning, and natural language processing. They work with large amounts of data and collaborate with experts to ensure that the system meets business objectives. The importance of AI engineers is increasing as AI transforms industries and drives growth and innovation, and they play a vital role in building intelligent systems that improve efficiency, decision-making, and outcomes for customers.

The classes will be conducted on weekends.

This program will require 8–10 hours of commitment per week.

Professionals with no experience in the field can start by taking the Data Science program by IIT Guwahati, as you'll acquire a comprehensive understanding of the fundamental concepts and theories.

The very advanced virtual cloud lab exposes you to a real-life environment with 100+ advanced tools for working on projects and assignments. The Cloud Lab has been created to practice the skills you have learned in a real-world environment.

Yes, this program is well-suited for recent graduates and experienced professionals keen to start a career in data science.

This is a non-degree and non-diploma certification program offered jointly by E&ICT Academy, IIT Guwahati, and Edureka.

Here are other courses offered by Edureka:

Artificial Intelligence Course

Machine Learning Course Masters Program

Data Science Course

A potential candidate could be a graduate with degrees such as BSC, BCA, MCA, B.E, or B.Tech, and must have studied PCM in 10+2.

Yes, anyone passionate about Data Science can enroll in this program. We encourage learners from diverse backgrounds. To enable this, we provide 24x7 support and supervised learning to our learners.

After you fill out the basic details for the Data Science Program by IIT Guwahati, you will be asked to complete a detailed application form in order to shortlist your application for screening. Once your application is shortlisted, you will need to appear for an interview, which will be conducted by a subject matter expert or program faculty member. Based on your profile and interview, if you are selected for admission, you will receive an admission offer letter from E & ICT Academy, IIT Guwahati, and Edureka.

You can email the Admissions Office at admissions.pgp@edureka.co or call +91-9606058419.

The interview will be conducted by a subject matter expert or program faculty member.

The Data Science Program by IIT Guwahati fee is ₹2,25,000 (inclusive of taxes).

Yes. You can choose an EMI option through your credit or debit card. We also have other financing options for this Data Science Program by IIT Guwahati. For more information, reach out to our admission counselors at +91 80350 68127.

Yes, we have tied up with a few financial partners. You need to pay a small down payment and avail the loan. This Data Science Program is completely flexible to the students because of our financial partners.

All our programs are non-refundable and non-cancellable. We recommend that you read all the information carefully before enrolling. However, we will do everything to ensure you have a smooth learning experience with us. We will make sure that you learn from one of the best Data Science programs.

No, we don't allow batch changes as it impact your learning and career goals.

You can attend all the live classes on a laptop/desktop with basic specifications.

We have multiple doubt clearing sessions and 1-on-1 supervised learning for our learners. We are committed to helping you learn.

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Advanced Certificate Program in Data Science and AI

Future of Data Science and AI

About the Data Science Program by IIT Guwahati

Get E&ICT Academy, IIT Guwahati Accredited Certification

Certificate

Who Can Apply for the AI and Data Science Program by IIT Guwahati?

Data Science and AI Career Opportunities

The Edureka's AI and Data Science Program by IIT Guwahati Advantages

Data Science and AI Career Assistance Services

Our Edureka AI and Data Science Program Alumni Work At

AI and Data Science Program Review

Shanthababu Pandian

Rajeshwar Reddy

Asmita Dakore

Instructors and Mentors

Ankit Jain

Mentor

Sanjay Hingorani

Mentor

Awanish Golwara

Mentor

Shirish Singh

Mentor

Sandeep Sharma

Mentor

Girijesh Prasad

Influencer

Ark Mishra

Influencer

AI and Data Science Program’s Curriculum

Python for Data Science and AI

Predictive Analytics

Machine Learning

Mid Program Project

Machine Learning on Cloud

Natural Language Processing

Deep Learning

Data Warehousing and Big Data Storage

Data Visualization using Tableau

Capstone Project

SQL Essentials for Data Science and AI (Self-paced)

Mastering ChatGPT (Self-paced)

Sequence Learning (Self-paced)

Power BI for Data Visualization (Self-paced)

Like the Curriculum?

9+ Data Science and AI Industry Projects

Stock Market Analysis

911 Call Data Analysis

ML Model Building for MyCars Vehicle Store

Diagnosis of Heart Disease using Machine Learning

MyHostels Data Insights

Travel Aggregator Analysis

Netflix-like Recommender System

Criminal Identification and Detection App

Building Interactive Dashboards for a Retail Store