Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati in Newhampshire

Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati in Newhampshire

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Gain insights into the domain of Data Science and Artificial Intelligence from India's No. 1 Online Learning Platform | Get hands-on experience developing AI-driven software solutions with our support | Get access to world-class research in AI directly from our classrooms | Meet the industry expectations and capabilities.

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22 Apr 2024

Learning Period

9 Months

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Certificate from E&ICT Academy, IIT Guwahati

Alumni Status from E&ICT Academy, IIT Guwahati

2 days Immersive sessions at IIT Guwahati Campus in addition to the course & learn from IIT Guwahati Faculty

Guaranteed Internship at IIT Guwahati Campus

Accreditations & Affiliations

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There's a reason that 95% of our alumni undertake 3+ courses as a minimum with Henry Harvin®

Know the complete offerings of our Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati in Newhampshire

Key Highlights

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E&ICT Academy, IIT Guwahati Certificate
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E&ICT Academy, IIT Guwahati Alumni Status
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E&ICT Academy, IIT Guwahati Campus immersion
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Internship at E&ICT Academy, IIT Guwahati Campus
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Learn from IIT Guwahati Faculty
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Gain the Advantage of Three Certifications

Our Placement Stats

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Average salary hike

2100+

Access the best jobs in industry

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Maximum salary hike

Access the best jobs in the industry

You Get 10-In-1 Program

Two-way Live Training Course

Two-way Live Online Interactive Classroom Sessions

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Certification

Distinguish your profile with global credentials and showcase expertise with our Hallmark Completion certificate

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Projects

Facility to undergo various projects along with the course.

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Guaranteed Internship

Get a guaranteed Internship with Henry Harvin® and in top MNCs like J.P. Morgan, Accenture & many more via Forage.

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Placement

Get 3 in 1 Placement support through Placement Drives, Premium access to Job portal & Personalized Job Consulting

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Student Engagement & Events

Free Access to #AskHenry Hackathons and Competitions & many other facilities from Henry Harvin®

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Masterclass

Access to 52+ Masterclass Sessions for essential soft skill development

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Membership

Get Free Gold Membership of Henry Harvin®

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E-Learning Access

Free access to the E-learning Portal and future updates. Get access to PPTs, Projects, Quizzes, self-paced Video-based learning, a question bank, a library, practice tests, final assessment, a forum, and doubt sessions.

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Entrepreneurship Mentorship

Mentorship from Young Successful Entrepreneurs to set up a sustainable & scalable Business from scratch at both Freelance and entrepreneur levels

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About the Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati

Why Data Science and AI?

HIGH DEMAND FOR SKILLS

Fastest-growing fields, with high demand for skilled professionals.

JOB OPPORTUNITY

Completing a Data Science & AI course can open up numerous job opportunities in finance, healthcare, marketing, e-commerce, cybersecurity, and more.

CAREER GROWTH

The demand for data scientists is rapidly increasing.

SOLVING COMPLEX PROBLEMS

Data Science & AI techniques enable organizations to analyze large volumes of data and extract valuable insights to solve complex business problems.

ENHANCED DECISION-MAKING

Data-driven decision-making is becoming increasingly essential for businesses to stay competitive in today's market.

PERSONAL AND PROFESSIONAL DEVELOPMENT

Data Science & AI courses provide opportunities for personal and professional development.

AGOTA™ Classes

This unique 10-in-1 learning experience begins with training and concludes with career support for job seekers and aspiring business owners

  • Training: 9 months of Two-Way Live Online Interactive Sessions.
  • Projects: Facility to undergo projects in Data Science, Artificial Intelligence, Web Analytics, and many more.
  • Internship: Get a guaranteed Internship with Henry Harvin® and in top MNCs like J.P. Morgan, Accenture & many more via Forage.
  • Certification: Get course completion Certification from Henry Harvin® Govt. of India recognized Award - Wining Institute, NSDC and E&ICT Academy, IIT Guwahati
  • Placement: Get 3 in 1 Placement support through Placement Drives, Premium access to Job portal & Personalized Job Consulting
  • E-Learning: Free access to E-learning Portal and future updates. Get access to PPTs, Projects, Quizzes, self-paced Video based learning, question bank, library, practice tests, final assessment, a forum, and doubt sessions.
  • Masterclass: Access to 52+ Masterclass Sessions for essential soft skill development
  • Student Engagement & Events: Access to all student engagement & events throughout the program
  • Membership: 1-Year Gold Membership of Henry Harvin® Data Science & Analytics Academy for Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati.
  • Entrepreneurship Mentorship: Mentorship from Young Successful Entrepreneurs to set up a sustainable & scalable Business from scratch at both Freelance & Entrepreneur

Duration

  • 9 months: Instructor-Led Live Online Classroom Sessions                  
  • Live Projects for improved understanding of the subject 
  • Capstone Project as a Culminating Assignment 
  • Masterclass sessions
  • Trainers with 23+ experience in the Industry with Global Certification 
  • Expertise on the Topics and Tools with expansive Teaching Experience of having trained 897+ Individual Globally                                              
  • Aspirants are free to attend Multiple Sessions with Multiple Trainers

Become Job Ready

  • On the Successful Completion of the Advanced Certificate Program in Data Science and AI with E&ICT Academy, IIT Guwahati form Henry Harvin® 
  • Be Exposed to the High Paying Jobs and Fill the Void of 3+ Million Jobs Globally

Alumni Status

Become a part of the Elite Data Science & Analytics Academy of Henry Harvin® and join the 4,60,000+ large Alumni Network Worldwide.

Learning Benefits

  • Learn Data Science and AI skills are applicable across various industries and sectors, giving you the flexibility to work in different domains.
  • Know about the Machine learning techniques such as Regression, Predictive Clustering, Time Series Forecasting, Classification, etc.
  • Use appropriate Models of analysis, assess the quality of input, derive insight from results, and investigate potential issues
  • There are numerous applications of Data Analytics & A.I. in practically every industry like health-care, banking, consultancy services, and e-commerce industries making it one of the most versatile field
  • Formulate and use appropriate models of data analysis to solve hidden solutions to Business-related challenges
  • Get equipped with in-demand skills in the rapidly growing field of AI
  • Gain knowledge of Developing AI systems, data analysis and AI techniques and become valuable across industries, right from healthcare, finance, tech and more
  • Be well accomplished  in analytics tools and technologies such as Python, Tableau, SQL
  • Build solid foundation in Computer Science to analyze and provide solutions for real world challenges 
  • Acquire the fundamental knowledge, technical skills and concrete applied methodologies to make machines more intelligent
  • 10 in 1 Program: Training + Projects + Internship + Certification + Placement + E-Learning + Masterclass  + Hackathons + Gold Membership + Entrepreneurship Mentorship

Gold Membership Program

Get 1-Year Membership of Henry Harvin Data Science & Analytics Academy and avail the following benefits:

  • Unlimited E-Learning Access: Includes Recorded Videos, Games, Projects, Case Studies
  • Brushup Sessions: 12 Monthly Brushup Sessions for 1-Year Worth Rs.6000 for Free
  • Internship: Guaranteed Internship with Henry Harvin or partner firms
  • Job Opportunities: Job Opportunities regularly on mail
  • Interview Skills: Support in Clearing Interviews with Startups and Top Corporates

Trainers at Henry Harvin®

  • Most respected industry experts with 15+ years of working experience and recognized by numerous organizations over the years for their work
  • They have delivered 450+ keynote classes for the Advanced Certificate Program in Data Science and AI with E&ICT Academy, IIT Guwahati
  • Have delivered 500+ lectures and are currently empaneled as domain experts with Henry Harvin® Data Science & Analytics Academy

Know the complete offerings of our Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati in Newhampshire

Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati Curriculum

  • Module 1: SQL

    In this module the candidate will learn about concepts of SQL, which includes understanding JOIN, String functions etc.
    • SQL Overview
    • SQL Manipulation
    • JOIN; Inner, Left, Right, Full Outer, and Cross JOIN
    • String Functions
    • Mathematical Functions
    • Date-Time Functions
    • Hunting Tips
  • Module 2: Power BI

    In this module the candidate will learn about Power BI Concepts such as Power Query, Data Modelling, Reporting etc.
    • Business Intelligence (BI) Concepts
    • Microsoft Power BI (MSPBI) Introduction
    • Connecting Power BI with Different Data Sources
    • Power Query for Data Transformation
    • Data Modelling in Power BI
    • Reports in Power BI
    • Reports & Visualization Types in Power BI
    • Dashboards in Power BI
    • Data Refresh in Power BI
    • End to End Data Modelling & Visualization
  • Module 3: Python Programming

    In this module the candidate will learn about the major concepts of Python Programming
    • Python Basics
    • Python Programming Fundamentals
    • Python Data Structures
    • Working with Data in Python
    • Working with NumPy Arrays
  • Module 4: R Programming

    In this module the candidate will learn about the major concepts of R programming
    • R Basics
    • R Programming Fundamentals
    • Data Structures in R
    • Working with Data in R
    • Handling Data in R
  • Module 5: CRISP ML(Q)

    In this module the candidate will learn about the concept of Project Management using CRISP ML(Q)
    • Project Management Methodology
  • Module 6: Data Types and Data Processing

    In this module the candidate will learn about the Data types and its processing.
    • Nominal, Ordinal,Interval, Ratio, Data Cleaning techniques
  • Module 7: Statistics

    In this module the candidate will learn about the statistics and its types.
    • Descriptive,Inferential, Hypothesis Testing
  • Module 8: EDA

    In this module the candidate will learn about the EDA, Business moments and features about engineering.
    • Business moments, Graphical representation, Feature Engineering
  • Module 9: Mathematical Foundation

    In this module the candidate will learn about the Mathematical foundation which includes understanding optimization, linear algebra etc.
    • Optimization, Derivatives, Linear Algebra, Matrix Operations
  • Module 10: Clustering

    In this module the candidate will learn about the clustering, its types and function.
    • Hierarchical Clustering, K Means Clustering
  • Module 11: Dimension reduction

    In this module the candidate will learn about the concept of Dimension reduction.
    • PCA,SVD
  • Module 12: Association Rules

    In this module the candidate will learn about the Association rules, terminologies used, performance measures and many more.
    • Market Basket Analysis, Association Rules Intuition, Association Rules Applications, Association Rules Terminology Association Rules Performance Measures
  • Module 13: Recommendation Engine

    In this module the candidate will learn about the Recommendation engine and its functions.
    • Intro to personalized strategy, similarity measures, user-based collaborative filtering, item-to-item collaborative filtering, recommendation engine vulnerabilities
  • Module 14: Text Mining and NL

    In this module the candidate will learn about the Text Mining, importance, terminology, BOW, DTM, TDM Etc.
    • Text Mining Importance, BOW, Terminology and Preprocessing, Textual Data cleaning, DTM and TDM, Corpus level, positive and negative word clouds, social media web scraping
  • Module 15: Naive Bayes

    In this module the candidate will learn about the Probability concepts, Naive Bayes etc.
    • Probability, Joint probability, conditional probability, Naive Bayes formula, Use case
  • Module 16: KNN

    In this module the candidate will learn about the KNN.
    • Nearest Neighbour Classifier, 1- Nearest Neighbour classifier, K- Nearest Neighbour Classifier, Controlling complexity in KNN, Euclidean Distance
  • Module 17: Decision Tree

    In this module the candidate will learn about the Decision tree, how to build it, Attribute selection, etc.
    • What is a Decision Tree, Building a Decision Tree, Greedy Algorithm, Building the best Decision Tree, Attribute selection- Information gain
  • Module 18: Ensemble Techniques

    In this module the candidate will learn about the Ensemble Techniques, Ensemble Primer, voting, stacking, bagging etc.
    • Ensemble Primer, Voting, Stacking, Bagging, and Random Forest, Boosting Models
  • Module 19: Confidence Interval

    In this module the candidate will learn about the Confidence Interval. Normal Distribution, Central Limit Theorem etc.
    • Intro to Normal Distribution, Probability Calculation for normally distributed data, Normal QQ plot, Central Limit Theorem, Confidence Interval
  • Module 20: Hypothesis Testing

    In this module the candidate will learn about the Hypothesis testing and different types of tests.
    • Hypothesis Testing, Flowchart- Y is continuous, 2 sample T-Test, One Way ANOVA, Flowchart- Y is discrete, 2 proportion Test, Chi-Square Test
  • Module 21: Regression Techniques

    In this module the candidate will learn about the Regression, its types- Simple, multiple etc.
    • Simple Linear, Multiple Linear, Logistic Regression, Multinomial Regression, Ordinal Regression, Advance Regression
  • Module 22: SVM

    In this module the candidate will learn about the SVM, Best fit, kernel tricks and many more.
    • SVM Hyperplanes, Best fit Hyperplane, Kernel Tricks, Multiclass Classification using SVM
  • Module 23: Survival Analytics

    In this module the candidate will learn about Survival Analytics, its applications and function.
    • Intro to Survival Analytics, Applications, Time to event, Censoring, Kaplan Meier Survival Function
  • Module 24: Forecasting

    In this module the candidate will learn about Forecasting, times series, errors in forecasting, methods of forecasting etc.
    • TimeSeries vs Cross-Sectional Data, Time Series Dataset, Forecasting Strategy, Time Series Components, Time Series Visualizations, Time Series Partition, Forecasting Methods, Forecasting Errors, Seasonal Index
  • Module 25: ANN

    In this module the candidate will learn about ANN, Perceptron functions, Error surface, Activation function etc.
    • Neural Network Primer, Perceptron and Multi-Layered Perceptron Algorithm, Activation Function, Error Surface, Gradient Descent Algorithm
  • Module 26: CNN

    In this module the candidate will learn about CNN, Net challenges, MLP Filters and more.
    • Image Net Challenge, Parameters Explosion and MLP, Convolutional Networks, Convolutional Layers and Filters, Pooling Layer, Practical Issues, Adversaries
  • Module 27: RNN

    In this module the candidate will learn more about RNN, RNN Vs. Deep LSTM Etc.
    • Traditional Language Models, Wny not MLP, Recurrent Neural Networks,RNN types, CNN+RNN, Bidirectional RNN, Deep Bidirectional RNN, RNN vs LSTM, Deep RNN vs Deep LSTM's

Know the complete offerings of our Post Graduate Program in Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati

Book a Live Class, For Free!

svg-seat Limited seats left

By continuing you agree to Henry Harvin® Terms & conditions and Privacy Policy

Skills Covered

Data Visualization

Big Data Processing Advanced Machine Learning

Advanced Machine Learning

Data Modelling

R/Python Programming

Statistics & Probability

Certifications

Get Ahead with Henry Harvin® Advanced Certificate Program in Data Science & AI by E&ICT Academy, IIT Guwahati in Newhampshire Certification

What you'll Learn in this course

Earn your Certificate

Our course is exhaustive and this Certification is proof that you have taken a giant leap in mastering the domain

Differentiate yourself with a Henry Harvin® Certification

The practical knowledge and actionable skillset you've gained working on projects, simulations, case studies will set you ahead of the competition

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Training Certification

Get Three Certifications from E&ICT Academy, IIT Guwahati, Henry Harvin, and NSDC.

Our courses and Course Certificates are trusted by these industry leaders

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Career Services By Henry Harvin®

Career Services
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Placement Drives

We are dedicated to supporting our students throughout their career journey. Join us, and let's embark on a journey towards a successful and fulfilling career together.

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Premium access to Henry Harvin® Job portal

Exclusive access to our dedicated job portal and apply for jobs. More than 2100+ hiring partners’ including top start–ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.

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Personalized Job Consulting

Share what kind of job you are looking for and we will provide you with verified job openings that match your requirement.

Related Jobs

Data Scientist, Data Architect, Data Science Manager, Machine Learning Engineer, AI Scientist – Deep Learning, Business Analyst – Artificial Intelligence

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