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
![](https://eict.iitr.ac.in/wp-content/uploads/22a70bbf-d2bd-4a6d-9c28-0914a39b447c.jpg)
Prof. R. Balasubramanian
CSE Dept., IIT Roorkee
![iitrrk logo png](https://eict.iitr.ac.in/wp-content/uploads/iitrrk-logopng-150x150.png)
![](https://eict.iitr.ac.in/wp-content/uploads/f70571df-6836-45f5-aa54-e78ed8ae13ca.jpeg)
Prof. Partha Pratim Roy
CSE Dept., IIT Roorkee
![iitrrk logo png](https://eict.iitr.ac.in/wp-content/uploads/iitrrk-logopng-150x150.png)
![](https://eict.iitr.ac.in/wp-content/uploads/6c0f4860-2d6f-4028-9b3c-bbccebe39ecd-1024x1024.jpeg)
Prof. Sanjeev Manhas
ECE Dept., IIT Roorkee
![iitrrk logo png](https://eict.iitr.ac.in/wp-content/uploads/iitrrk-logopng-150x150.png)
![](https://eict.iitr.ac.in/wp-content/uploads/bipul_shahi-150x150.jpg)
Mr. Bipul Shahi
Diginique TechLabs
![](https://eict.iitr.ac.in/wp-content/uploads/diginique-150x150.jpg)
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
![](https://eict.iitr.ac.in/wp-content/uploads/Sample_stp-1024x791.png)