E&ICT Academy, IIT Guwahati
Advanced Certification in Data Science and Machine Learning with E&ICT Academy, IIT Guwahati
6 months | Live Instructor led | Weekend Online
Master Data Analytics, Machine Learning &
Visualization with India's #1 Data Science program.
Get dual certification from
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 11 Sep 2022
E&ICT Academy IIT Guwahati
Live Classes
6 Months
Next Cohort Coming Soon
Career Services by INSAID
Program Overview
Key highlights:
6 Terms - Python, Data Analytics & Machine Learning
Learn from the top industry professionals and expert sessions by IIT Guwahati Faculty
Duration: 6 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 solutions in the real world.
Job Opportunities
Get ready to crack interviews for roles like Data Analyst, Business Analyst, ML Engineer, Data scientist, 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, INSAID.
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 (ML)
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate
4 weeks
Decision Trees
Random Forests
Dimensionality Reduction using PCA
Naïve 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.
Programming Languages & Tools
Completion Certificate
Live Projects and Case studies
30+ Topic wise Assignments
10+ Tools and Packages
Faculty & Mentors
Deepesh,
IIM-Calcutta
Nishkam,
Paypal
Amit,
Paytm
Gaurav,
IIT Guwahati
Lavi,
Subhodeep,
Jio
Neelmani,
Gojek
Work on world class Projects
Flight Passengers Satisfaction Prediction
Predicting the satisfaction level of flight passengers.
Avocado Price Prediction
Predicting the future price of avocadoes based on historical data.
Share your achievements
with your professional network
Globally recognized certifications
Unique certification ID
Lifetime validity
10000+
Professionals upskilled in
Data Science & AI.
80%
Average salary hike after career transition.
2-in-1
Get certified from both
INSAID 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
Model Deployment
Learn Deploying machine learning models using Google Cloud Platform (GCP) and creating ML Pipelines
ML Specialization
Gain expertise in tools and systems used to process and analyze big data.
Industrial Analytics
Apply Data Analytics Techniques in the Retail, Finance, Healthcare, and Telecom Industries to improve decision making.
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
Career Assistance Features
1.
Data Science Career Launchpad: A flagship event to nominate the best Data Science students and honor them with awards
-
Resume Workshop
:Enables Professionals to create a stellar resume
-
GitHub Workshop
:Assists in preparing a wonderful Data Science portfolio
-
LinkedIn Workshop
:Encourages Professionals to create a Job Role specific profile
-
Featured Interview
:Students get an opportunity to share their journey and be featured on INSAID website
-
Data Science Leader Awards
:Only the chosen Participants get an opportunity to have an experience of Mock Interview sessions
2.
Career Resources: A Repository containing references of various useful resources pertaining to Job Role, Interview preparation and Brand building.
3.
Career focused webinars: A platform to learn, interact and acquire knowledge relevant to Data Science Job Roles, Portfolio building and cracking Interviews.
4.
One-On-One with Career Coach: Personalized sessions to help you in analyzing strengths and weaknesses and assisting you in shortlisting the right Job Roles and mapping the Career Roadmap.
5.
Job Portal Access: An easily accessible portal to hunt the right job opportunities based on specific skill- sets.
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 INSAID 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 1,50,000+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 Advanced Certificate in Data Science & ML, you're expected to work on 6 Term Projects, 1 Mini Capstone Project & 1 Capstone Projects 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?
A. 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 Advanced Certificate in Data Science & ML?
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 Advanced Certificate in Data Science & ML duration is 6 months.
WHY INSAID
1. How's the Advanced Certificate in Data Science & ML different?
Three things make this program world class 1. Progressive Learning Architecture: INSAID'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: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100% confidence.
2. Tell me more about Career Assistance?
INSAID 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
Other popular programs
E&ICT Academy, IIT Guwahati
Advanced Certification in Data Science and Machine Learning
6 months | Live Instructor led | Weekend Online
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 11 Sep 2022
E&ICT Academy
IIT Guwahati
Live Classes
6 Months
Next Cohort
Coming Soon
Career Services
by INSAID
Program Overview
This program includes:
6 Terms - Python, Data Analytics & Machine Learning
Learn from the top industry professionals and expert sessions by IIT Guwahati Faculty
Duration: 6 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 solutions in the real world.
Job Opportunities
Get ready to crack interviews for roles like Data Analyst, Business Analyst, ML Engineer, Data scientist, 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, INSAID.
Program Syllabus
6 Terms
(6 months)
150+ hours of
live classes
75+ 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 (ML)
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate (4 weeks)
Decision Trees
Random Forests
Dimensionality Reduction using PCA
Naïve Bayes Classifier
Term 6 : Machine Learning Advanced (4 weeks)
KNN (K- Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Minor 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.
Programming Languages & Tools
Completion Certificate
Live Projects and Case studies
75 + Topic wise Assignments
30+ Tools and Packages
Faculty & Mentors
Work on world class Projects
Product Classification based on Review
Predict the label of the product based on a review.
Predicting the Topic of the News
Generate texts out a set of characters or words of Nietzsche texts using text generation model.
Nietzsche Texts Generator
Differentiate between images containing ships and those not containing ships.
Avocado Price Prediction
Predicting the future price of avocadoes based on historical data..
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 INSAID and IIT Guwahati
Recent Career transitions
Add-on Modules
Model Deployment
Learn Deploying machine learning models using Google Cloud Platform (GCP) and creating ML Pipelines
ML Specialization
Gain expertise in tools and systems used to process and analyze big data.
Industrial Analytics
Apply Data Analytics Techniques in the Retail, Finance, Healthcare, and Telecom Industries to improve decision making.
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 INSAID 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 1,50,000+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 Advanced Certificate in Data Science & ML, 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 Advanced Certificate in Data Science & ML?
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 Advanced Certificate in Data Science & ML duration is 12 months.
WHY INSAID
1. How's the Advanced Certificate in Data Science & ML program different?
Three things make this program world class 1. Progressive Learning Architecture: INSAID'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: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in
context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100%
confidence.
2. Tell me more about Career Assistance?
INSAID 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.
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