Intermediate level program
Global Certificate in Data Science & AI Program
10 Months | Live Instructor Led | Weekend Online
Master Data Analytics, Machine Learning & AI in 10
Months with India's #1 Data Science+AI program.
Designed by Mentors From
4.9/5
(1682+ ratings)
10000+
enrolled professionals
Talk to Learning Advisor
70631-19228
9 AM - 9 PM IST
Admission Deadline : 30 Jul 2023
150%
Average Salary Hike
3000+
Career Transitions
10/10
Placement Assistance
Program Overview
This Program Includes:
9 Terms - Deep Learning, NLP & Computer Vision
Duration: 10 Months | Weekend Online
Live Instructor Led Classes
Daily Doubt Clearing
Term Projects & Capstone Projects
No Cost EMI upto 12 Months
Placement Support & Assistance
Industry Immersion with top Data Science Leaders
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
-
Caretel Telecom, One of the Leading Telecom Players, Understands That Customizing Offering is very Important for Its Business to Stay Competitive. Currently, Caretel Telecom is Seeking to Leverage Behavioral Data from More Than 60% of the 50 Million Mobile Devices Active Daily in India to Help Its Clients Better Understand & Interact with their Audiences. in this Consulting Assignment, Accredians Are Expected to Build a Dashboard to Understand User's Demographic Characteristics Based on their Mobile Usage, Geolocation, & Mobile Device Properties. Doing so will Help Millions of Developers & Brand Advertisers Around the World Pursue Data-driven Marketing Efforts Which Are Relevant to their Users & Cater to their Preferences
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
-
Pro-active Employee Retention Program The Client for this Project, Falcon Hr Advisories, Wants to Come Up with a New Initiative That Helps Them to Retain Employees Proactively. The Current Practice is that once an employee Leaves, He or She is Taken an “exit Interview” & Shares Reasons for Leaving. The Hr Department then Tries & Learns Insights from the Interview & Makes Changes Accordingly. this Approach is That It's Too Haphazard. the Quality of Insight gained from an Interview Depends Heavily on the Skill of the Interviewer. These Insights Can't Be Aggregated & Interlaced Across All Employees Who have Left & It is Too Late by the Time the Proposed Policy Changes Take Effect. The Hr Department Has Approached Accredian Data Science Consultants to Help Them in this Regard. They Want to Supplement their Exit Interviews with a More Proactive Approach. You Are Given Datasets of Past Employees & their Status (still Employed or Already Left). Your Task is to Build a Classification Model Using the Datasets. this Model Would Proactively Tell the Customer Which Employees Are Likely to Leave the Organization Anytime Soon & the Company Can Figure a Way to Curb this Much Before It Actually Happens.
Term 7 : Basics of AI, Tensorflow, and 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
Understanding Transfer Learning
Object Detection using CNN Based Algorithms
Instance Segmentation in Images
Introduction to Generative AI
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 & Merit Certifications
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%
Average Salary Hike after Career Transition.
2-in-1
Get Certified from both Accredian
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 PDS - Pacific Data Summit.
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
Schedule Call with Learning Advisor
To discuss career transition and end objectives
STEP 2
Apply for Scholarship
Apply for scholarship upto 70% on the entire program fee
STEP 3
Start Learning
Get access to your dashboard and begin your journey with starter kits.
Program Fee
Program Fee
INR 1,80,000 +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 GCDAI program, you're expected to work on 10 Term Projects, 1 Mini Capstone Project & 2 Capstone Projects mandatorily. Beyond these, we have a repository of 50+ 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 GCDAI Program?
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 GCDAI program duration is 11 months.
Program Fee & Scholarships
1. Are there any scholarships available?
Yes, Accredian Vision Scholarships (being funded by Accredian Vision Fund®️) provide upto 70% tuition waiver to deserving professionals. Our goal through these scholarships is to enable anyone from any financial background to be able to become a Data leader of tomorrow.
2. What is the criteria for getting the scholarship?
Accredian Vision Scholarship is available to anyone a) with a deep interest in next generation technologies like Data Science, AI, Big Data Analytics & IOT b) Wants to be a Data leader of tomorrow and has had a demonstrated professional success c) who will passionate serve Accredian's mission of putting India on the global AI map. To know more about this scholarship, talk to our Admissions today!
Why Accredian
1. How's the GCDAI 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
