Ever wondered about the power of the “IIT” tag?
Does it elevate your status and career graph?
Imagine your life without it – Yes, Yes, and DEFINITELY NOT!
Discover the incredible impact of the IIT experience!
Sound about right? 😀
And when something like this happens.. one feels on top of the world!
The “IIT“ tag in India stands for the most acclaimed and admired group of “techies.”
The moment people learn that you are in IIT or are an IITian, they will start hovering and asking what it takes to be an IITian or how they should prepare in order to get into the prestigious institution.
Why choose the Executive Program in Data Science & AI with E&ICT Academy, IIT Guwahati?
We bring to you an excellent opportunity to add the IIT feather to your hat, irrespective of your educational background. We are introducing an 10-month Executive Program in Data Science and Artificial Intelligence with E&ICT Academy at the IIT, Guwahati.
IIT Guwahati has been ranked 7th in Engineering and 8th in Overall category in the NIRF India Rankings 2021. It is a public technical university established by the Government of India, located in Amingaon, North Guwahati, Assam.
It is the sixth Indian Institute of Technology established in India. IIT Guwahati is officially recognized as an Institute of National Importance by the Government of India.
In the blog, we are going to discuss the course in detail. So, bookmark it for later and share it with your data enthusiast friends.
So, let’s get started.
This program is suitable for Engineers, Project Managers, Consultants, Software Engineers, Teachers, Associates, Operations Professionals, Sales & Marketing Professionals, Non IT/Non Tech professionals, and Professionals on a career break.
Master Data Science & AI Tools
About the Course:
- Certification: Get Certified by E&ICT Academy, IIT Guwahati, and learn from the top industry professionals. Get your hands on exploring the best opportunity in Machine Learning & Artificial Intelligence and be the best in business.
- Campus Immersion 2-Day Campus Immersion at IIT Guwahati
- 10 Months Weekend Classes as per your convenience
- With 150+ Real business cases studies, attend the Master Classes Expert sessions by IIT Guwahati Faculty
- 100% Career Assistance will be offered and followed by a hassle-free placement process.
- The program brings hands-on learning experience through LIVE Instructor-led Online Sessions by Distinguished Faculty and State-of-the-art Curriculum.
Program Curriculum
Term 1: Data Analysis with Python
- Data Science Fundamentals
- Recap: Python for Data Science
- Recap: Statistics for Data Science
- Data Operations with NumPy
- Data Manipulation with Pandas
Term 2: Data Visualization Techniques
- Introduction to Data Visualization
- Data Visualization using Matplotlib
- Hands-on Pandas for Rapid Visualization
Term 3: EDA & Data Storytelling
- Introduction to Exploratory Data Analysis
- EDA Framework Deep Dive
- Scientific Exploration of Industry Data – I & II
- Student Presentations & Insight Delivery
Term 4: Machine Learning Foundation
- Introduction to Machine Learning
- Linear Regression
- Logistic Regression
- Model Evaluation Techniques
Term 5: Machine Learning Intermediate
- Decision Trees
- Random Forests
- Dimensionality Reduction using PCA
- Naïve Bayes Classifier
Term 6: Machine Learning Advanced
- KNN (K- Nearest neighbors)
- K-means Clustering
- Ensemble Learning
- Optimization
Term 7: Basics of AI and Deep Learning
- Introduction to Artificial Intelligence
- Introduction to Deep Learning
- Components Affecting Deep Learning Models
- Deep Learning Model Practical with Tensorflow and Keras
Term 8: Computer Vision (Opt either CV or NLP)
- Intro to Convolutional Neural Networks
- Decoding Image Components
- Identifying MNIST using CNN
- Preprocessing Image Data to apply CNN
Term 8: Specialization in CV (Opt either CV or NLP)
- Transfer Learning
- Object Detection using CNN-based Algorithms – I
- Object Detection using CNN-based Algorithms – II
- Instance Segmentation in Images
Term 9: Natural Language Processing (Opt either CV or NLP)
- Introduction to NLP & Word Vectors
- Decoding a Textual Data
- NLP using Recurrent Neural Networks (RNN)
- NLP using Memory Alterations
Term 9: Specialization in NLP (Opt either CV or NLP)
- 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
Plug the gaps in your skill sets without taking a gap year. Learn from India’s top schools and prepare to be the data leaders of tomorrow.
Do you have any questions?
Reach out to us and talk to our Learning advisor at +91 96258 11095
So, step foot into using it efficiently right away by developing future-ready skills and qualities with a Data Science and Artificial Intelligence program on the ACCREDIAN platform.
We, at ACCREDIAN, leave no stone unturned to ensure that the students achieve what they dream of. The video sessions and study materials at ACCREDIAN will provide you with the best learning experience for #LeadingTomorrow.
We are rooting for you,
Team ACCREDIAN.
