Summer Training Program on Machine Learning using Python (Development and Deployment)
24th Aug. – 06th Sept., 2021 || Evening Batch – 5 PM Onwards
Conference Code: EICTIITR-SUM-25
Certificate to participants by E&ICT Academy IIT Roorkee
Venue: Through Online Instructor-Led (Live Classes)
Faculty and Mentors
Prof. R. Balasubramanian
CSE Dept., IIT Roorkee
Prof. Partha Pratim Roy
CSE Dept., IIT Roorkee
Prof. Sanjeev Manhas
ECE Dept., IIT Roorkee
Mr. Bipul Shahi
Diginique TechLabs
Why Machine learning?
In recent years, Machine learning has emerged as powerful techniques for solving problems involving huge loads of data. Machine Learning algorithms help towards taking a better decision. This course is designed to give you in-depth knowledge of Machine Learning concepts including the essentials of statistics required for Data Science and Python programming. We will walk you step-by-step into the world of Machine Learning. With every lecture, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Artificial Intelligence.
According to Kdnuggets- Businesses will need one million ML engineer/ data scientists in near future
Data Scientist has been named the best job – Forbes
Objectives of the Course
- To provide foundation of Python scripting and its principles.
- To design and implement real-world inspired Machine Learning algorithm applications.
- To teach high-value forecasts that can direct smarter decisions and smart behavior in real-time without human interference.
- To provide insights about the roles of a data scientist and enable you to analyse big data.
- To teach techniques and tools for transformation of data, understand data mining and data visualization and optimization.
- To familiarize you with different formats and make you figure out Machine Learning algorithms.
- Project work with real life problems (Hand written optical image recognition and Exploratory analysis on Covid 19).
Last Date for Registration
August 21, 2021
Course Fees
8000/- (Applicable to all) (Non Refundable) Note - Refund will be done in case of course cancellation only, with in 20 working days
Eligibility
All undergraduates/postgraduates /working professionals/ Faculty from Academic and Research Organizations
Course Coordinator
Prof. Partha Pratim Roy from IIT Roorkee
How to Apply
You can apply online by Click hereto fill-up the application form OR you can Download form and email a scanned copy to eict@iitr.ac.in
Payment Mode
Offline: Demand draft drawn in favour of "Dean SRIC IIT Roorkee" payable at Roorkee For online Click here
Contact Details
Prof. Sanjeev Manhas (P.I., E&ICT Academy, ECE Dept, IIT Roorkee)
Prof. Partha Pratim Roy, CSE Department, IIT Roorkee
Email: eict@iitr.ac.in
Tel: +91-7409146082, +91-9149130233,
Course Features
40+ Hours live instructor-led classes
Expert talks from industry
Career guidance sessions from the experts
3+ Hours of doubt clearing sessions
Access to learning material and video lectures
Lectures from IIT Roorkee, Hands-on sessions from industry experts
Certificates by E&ICT Academy IIT Roorkee
Focus Areas
- Introduction to packages in Python
- Tuples, Set, Dictionaries & Functions
- Numpy, Scipy, Pandas, EDA
- Supervised and Unsupervised Learning
- Statistics, Hypothesis Testing, Distributions
- Association Rule Mining and Recommendation System
- Linear Regression, Logistic Regression
- Decision Tree, Random Forest
- Naïve Bayes Classifier, Support Vector Machines
- Basics of Neural Network and Deep Learning
- Server Deployment using Flask
- Projects and Assignments
Sample certificate
