E&ICT Academy, IIT Guwahati
Executive Program in Data Science & Artificial intelligence with E&ICT Academy, IIT Guwahati
10 Months | Live Instructor led | Weekend Online
Master Data Analytics, Machine Learning & Basic AI in 10
Months with India's #1 Data Science+AI program
Get Dual Certification From
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 30 Jul 2023
E&ICT Academy IIT Guwahati
Live Classes
10 Months
Next Cohort Coming Soon
Career Services by Accredian
Program Overview
This Program Includes:
9 Terms - Data Analytics, Machine Learning, & AI
Learn from the Top Industry Professionals
Duration: 10 Months | Weekend Online
Certification from E&ICT, IIT Guwahati
Live Instructor Led Classes
Daily Doubt Clearing
Term projects & Capstone Projects
No Cost EMI upto 12 Months
Placement Support & Assistance
2-day Career Immersion at IIT Guwahati *
(Depends on the availability of resources)
1:1 Career Mentorship Sessions
Who Should Join?
People who are more interested in building a solid data science foundation and building ML/AI solutions in the real world.
Job Opportunities
Get ready to crack interviews for roles like Data Analyst, Business Analyst, ML Engineer, Data scientist, Artificial Intelligence (AI) Engineer, AI Specialist, AI Leader, AI Product Manager etc.
Want to Know More?
Every individual from various backgrounds must learn
Analytics to outshine in the competive world today!
- Suchit Majumdar, Chief Data Science Mentor, Accredian.
Program Syllabus
Term 1 : Data Analysis with Python
4 weeks
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques
4 weeks
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term 3 : EDA & Data Storytelling
4 weeks
Introduction to Exploratory Data Analysis
EDA Framework Deep Dive
Scientific Exploration of Industry Data (Case Study)
Student Presentations & Insight Delivery
Minor Capstone Project
-
In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.
Term 4 : Machine Learning Foundation
4 weeks
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate
4 weeks
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 6 : Machine Learning Advanced
4 weeks
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Major Capstone Project
-
Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.
Term 7 : Basics of AI, Tensorflow & Keras
4 weeks
Introduction to Artificial Intelligence
Introduction to Deep Learning Module
Components Affecting Deep Learning Models Module
Deep Learning Model Practical with Tensorflow & Keras
Term 8 : Computer Vision
4 weeks
Intro to Convolutional Neural Networks
Decoding Image Components
Identifying Mnist Using Cnn
Preprocessing Image Data to Apply Cnn
Term 8 : Natural Language Processing
4 weeks
Introduction to NLP & Word Vectors
Decoding a Textual Data
NLP Using Recurrent Neural Networks (RNN)
NLP Using Memory Alterations
AI Capstone Project
In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.
Term 9 : Specialization Computer Vision
4 weeks
Transfer Learning
Object Detection using CNN based Algorithms - I
Object Detection using CNN based Algorithms - II
Instance Segmentation in Images
Term 9 : Specialization Natural Language Processing
4 weeks
Teach Machines to Generate New Textual Data (Language Modeling)
Language Translation - English to Spanish using Seq2Seq Models
Techniques to Enhance Seq2Seq Models (Attention Mechanism)
Advanced NLP using BERT
Understanding LLMs & their Usecases
Programming Languages & Tools
Completion Certificate
Live Projects and Case Studies
50+ Topic wise Assignments
25+ Tools and Packages
Faculty & Mentors
Deepesh,
IIM-Calcutta
Nishkam,
Paypal
Amit,
Paytm
Lavi,
Subhodeep,
Jio
Neelmani,
Gojek
Work on world class Projects
Concrete Compressive Strength Prediction
Predicting the compressive strength of the concrete, based on the materials used.
Solar Radiation Prediction
Predicting the future solar radiations, based on the historical meteorological data.
Legendary Pokemon Prediction
Predicting the legendary pokemons and also identifying what makes a pokemon legendary.
Human Activity prediction
Predicting the human activity and draw other insights by analyzing the smartphone sensor data.
Seattle Weather Prediction
Predict whether it will rain on a specific day in Seattle or not.
Hubway data visualization challenge
Produce visualizations that reveal interesting user patterns about how people in Boston gets around on Hubway
Kickstarter funding patterns
Derive insights on successful and failed projects on Kickstarter platform.
How bad is the Air Quality in metropolitans?
Analyse worsening airquality in metropolitan cities.
Share your Achievements
with Your Professional Network
Globally Recognized Certifications
Unique Certification ID
Lifetime Validity
10000+
Professionals Upskilled in
Data Science & AI.
150%
Highest Salary Hike after Career Transition.
2-in-1
Get certified from both
Accredian and IIT Guwahati
Our Students Work at
Recent Career Transitions
GCD
GCDAI
GCDAI
GCDAI
GCD
GCDAI
GCD
GCDAI
Aditya Gundu
Sr Engineer Consultant (Software Dev)
Sr Engineer Consultant (DS)
Add-on Modules
Power BI Course
Learn Power BI to render decision making easier with amazing dashboards.
SQL Course
Learn SQL in order to handle structured data in relational databases..
Industry Mentorship
Gain practical knowledge from Top Data Scientists
Beyond the Program Advantage
Learning Resources & Technical Support
Dedicated resource center with 1000+ resources to ease your data journey. All 7 day of week technical support to answer all your technical queries.
Industry Immersion with Top Data Science Leaders
Monthly Speaker Connect
Your learning isn’t limited to the weekly sessions led by faculty but at Accredian we rope in top Data Science leaders across the world to help you gain not only practical insights but also prep you for cut throat competition.
International Summits
Every six months, we usually organize Data Science Summits inviting leaders from one entire geography. Most recent one being SEA - South East Asia Conference.
Placement Assistance
-
Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
-
Participating in Mock interviews & get job ready Job.
-
Dedicate job opening portal to find your perfect role.
Lifelong Community Support
Life-time access to the resources, content and community support to clear your doubts.
Admission Process
STEP 1
Fill the Application Form
Apply by filling a simple online application form.
STEP 2
Eligiblility Test
Attempting the eligibility test to get shortlisted for the admission procedure.
STEP 3
Start Learning
Get your offer letter and access to your dashboard and begin your journey with starter kits.
Program Fee
Program Fee
INR 2,00,000+GST
(Scholarships available)
*No cost EMI options available.
Student Reviews
Frequently Asked Questions
Program Pre-Requisites
1. Do I need to know Programming & Math before enrolling to a program?
Background in Programming & Maths is helpful but not mandatory.
2. What is the minimum system configuration required?
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
Syllabus & Projects Covered
1. How many projects can I expect to work on?
In the Executive Program in Data Science & AI, you're expected to work on 9 Term Projects, 1 Mini Capstone Project & 1 Capstone Project & 1 AI Capstone Project mandatorily. Beyond these, we have a repository of 100+ projects from various domains on which you can work.
2. What's the difference between Term Project & Capstone Project?
Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science
Project, where one has to apply different concepts learnt in the program.
3. What all topics are covered in the Executive Program in Data Science & AI?
Download our latest program brochure &
curriculum.
Time Commitment
1. How much time I've to spend?
Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
2. What is the duration of the program?
Every term is for 4-5 weeks approximately. And the overall Executive Program in Data Science & AI duration is 12 months.
Why Accredian
1. How's the Executive Program in Data Science & AI program different?
Three things make this program world class 1. Progressive Learning Architecture: Accredian's proprietary Progressive Learning Architecture ensures that irrespective of the
background you are from, you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: Accredian's Concept-to-Context®️ framework ensures that you are
learning every Data Science concept in context of real world industry problems 3. Accredian Career Center: Accredian's mission is to groom Data leaders of tomorrow. Accredian Career
Center helps you launch a Data Science career with 100% confidence.
2. Tell me more about Career Assistance?
Accredian offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions.
You will also learn to create a strong LinkedIn presence and develop top notch interview skills.
3. What's the refund policy?
Go through our Student Policy link.
Have more queries
related to career or program?
Call us +91 70631-19228 (or)
Schedule chat with our experts
E&ICT Academy, IIT Guwahati
Executive Program in Data Science & Artificial intelligence with E&ICT Academy, IIT Guwahati
10 Months | Live Instructor Led | Weekend Online
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 30 Jul 2023
E&ICT Academy
IIT Guwahati
Live Classes
10 Months
Next Cohort
Coming Soon
Career Services
by Accredian
Program Overview
This Program Includes:
9 Terms - Data Analytics, Machine Learning, & AI
Learn from the top industry professionals
Duration: 10 Months| Weekend Online
Certification from EICT, IIT Guwahati
Live Instructor Led classes
Daily Doubt Clearing
Term Projects & Capstone Projects
No Cost EMI upto 12 Months
Placement Support & Assistance
2-day Career Immersion at IIT Guwahati *
(Depends on the availability of resources)
1:1 Career Mentorship Sessions
Who Should Join?
People who are more interested in building a solid data science foundation and building ML/AI solutions in the real world.
Job Opportunities
Get ready to crack interviews for roles like Data Analyst, Business Analyst, ML Engineer, Data scientist, Artificial Intelligence (AI) Engineer, AI Specialist, AI Leader, AI Product Manager etc.
Want to Know More?
Every individual from various backgrounds must learn
Analytics to outshine in the competive world today!
- Suchit Majumdar, Chief Data Science Mentor, Accredian.
Program Syllabus
9 Terms
(10 Months)
36+ Hours of
Live Classes
8+ Career
Sessions
Term 1 : Data Analysis with Python (4 weeks)
-
Data Science Fundamentals
-
Data Operation with Numpy
-
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques (4 weeks)
-
Introduction to Data Visualization
-
Data Visualization using Matplotlib
-
Hands-on Pandas for Rapid Visualization
-
Seaborn for Data Visualization
Term 3 : EDA & Data Storytelling (4 weeks)
-
Introduction to Exploratory Data Analysis
-
EDA Framework Deep Dive
-
Scientific Exploration of Industry Data (Case Study)
-
Student Presentations & Insight Delivery
Minor Capstone Project
-
In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.
Term 4 : Machine Learning Foundation (4 weeks)
-
Introduction to Machine Learning
-
Linear Regression
-
Logistic Regression
-
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate (4 weeks)
-
Decision Trees
-
Random Forests
-
Dimentionality Reduction using PCA
-
Naive Bayes Classifier
Term 6 : Machine Learning Advanced (4 weeks)
-
KNN (K-Nearest neighbors)
-
K-means Clustering
-
Ensemble Learning
-
Optimization
Major Capstone Project
-
Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.
Term 7 : Basics of AI, Tensorflow & Keras (4 weeks)
-
Introduction to Artificial Intelligence
-
Introduction to Deep Learning Module
-
Components Affecting Deep Learning Models Module
-
Deep Learning Model Practical with Tensorflow and Keras
Term 8 : Computer Vision (4 weeks)
-
Intro to Convolutional Neural Networks
-
Decoding Image Components
-
Identifying Mnist Using Cnn
-
Preprocessing Image Data to Apply Cnn
Term 8 : Natural Language Processing
(4 weeks)
-
Introduction to NLP & Word Vectors
-
Decoding a Textual Data
-
NLP Using Recurrent Neural Networks (RNN)
-
NLP Using Memory Alterations
AI Capstone Project
-
In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.
Term 9 : Specialization Computer Vision
(4 weeks)
-
Transfer Learning
-
Object Detection using CNN based Algorithms - I
-
Object Detection using CNN based Algorithms - II
-
Instance Segmentation in Images
Term 9 : Specialization Natural Language Processing (4 weeks)
-
Teach Machines to Generate New Textual Data (Language Modeling)
-
Language Translation - English to Spanish using Seq2Seq Models
-
Techniques to Enhance Seq2Seq Models (Attention Mechanism)
-
Advanced NLP using BERT
-
Understanding LLMs & their Usecases
Programming Languages & Tools
Completion Certificate
Live Projects and Case Studies
50 + Topic wise Assignments
25 + Tools and Packages
Faculty & Mentors
Work on World Class Projects
Concrete Compressive Strength Prediction
Predicting the compressive strength of the concrete, based on the materials used.
Solar Radiation Prediction
Predicting the future solar radiations, based on the historical meteorological data.
Legendary Pokemon Prediction
Predicting the legendary pokemons and also identifying what makes a pokemon legendary.
Human Activity prediction
Predicting the human activity and draw other insights by analyzing the smartphone sensor data.
Seattle Weather Prediction
Predict whether it will rain on a specific day in Seattle or not.
Hubway data visualization challenge
Produce visualizations that reveal interesting user patterns about how people in Boston gets around on Hubway
Kickstarter funding patterns
Derive insights on successful and failed projects on Kickstarter platform.
How bad is the Air Quality in metropolitans?
Analyse worsening airquality in metropolitan cities.
Share your Achievements
with Your Professional Network
Globally Recognized Certifications
Unique Certification ID
Lifetime Validity
10000+
Professionals Upskilled in
Data Science & AI.
150%
Average Salary Hike after Career Transition.
2-in-1
Get Certified from both Accredian and IIT Guwahati
Recent Career Transitions
Add-on Modules
Power BI Course
Learn Power BI to render decision making easier with amazing dashboards.
SQL Course
Learn SQL in order to handle structured data in relational databases..
Industry Mentorship
Gain practical knowledge from Top Data Scientists
Beyond the Program Advantage
Learning Resources & Technical Support
Dedicated resource center with 1000+ resources to ease your data journey.All 7 day of week technical support to answer all your technical queries.
Industry Immersion with Top Data Science Leaders
Monthly Speaker Connect
Your learning isn’t limited to the weekly sessions led by faculty but at Accredian we rope in top Data Science leaders across the world to help you gain not only practical insights but also prep you for cut throat competition.
International Summits
Every six months, we usually organize Data Science Summits inviting leaders from one entire geography. Most recent one being SEA - South East Asia Conference.
Placement Assistance
-
Carefully crafted program such as career launchpad which will help the candidates to polish their resume & GitHub profiles.
-
Participating in Mock interviews & get job ready Job.
-
Dedicate job opening portal to find your perfect role.
Lifelong Community Support
Life-time access to the resources, content and community support to clear your doubts.
Admission Process
STEP 1
Fill the application form
Apply by filling a simple online application form.
STEP 2
Eligiblility Test
Attempting the eligibility test to get shortlisted for the admission procedure.
STEP 3
Start Learning
Get your offer letter and access to your dashboard and begin your journey with starter kits.
Program Fee
Program Fee
INR 2,00,000+GST
*No cost EMI options available.
Student Reviews
Frequently Asked Questions
Program Pre-Requisites
1. Do I need to know Programming & Math before enrolling to a program?
Background in Programming & Maths is helpful but not mandatory.
2. What is the minimum system configuration required?
Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
Syllabus & Projects Covered
1. How many projects can I expect to work on?
In the Executive Program in Data Science & AI, you're expected to work on 12 Term Projects, 1 Mini Capstone Project & 1 Capstone Project & 1 AI Capstone Project mandatorily. Beyond these, we have a repository of 100+ projects from various domains on which you can work.
2. What's the difference between Term Project & Capstone Project?
Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science
Project, where one has to apply different concepts learnt in the program.
3. What all topics are covered in the Executive Program in Data Science & AI?
Download our latest program brochure &
curriculum.
Time Commitment
1. How much time I've to spend?
Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
2. What is the duration of the program?
Every term is for 4-5 weeks approximately. And the overall Executive Program in Data Science & AI duration is 12 months.
Why Accredian
1. How's the Executive Program in Data Science & AI program different?
Three things make this program world class 1. Progressive Learning Architecture: Accredian's proprietary Progressive Learning Architecture ensures that irrespective of the background you are from,
you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: Accredian's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in
context of real world industry problems 3. Accredian Career Center: Accredian's mission is to groom Data leaders of tomorrow. Accredian Career Center helps you launch a Data Science career with 100%
confidence.
2. Tell me more about Career Assistance?
Accredian offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions. You will also learn
to create a strong LinkedIn presence and develop top notch interview skills.
3. What's the refund policy?
Go through our Student Policy link.
Discuss your Goals
