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Machine Learning – a part of Artificial Intelligence – enables computers to learn from data. In the process, it provides valuable insights and can also make predictions based on the ‘learnt model’. Python is one of the most popular programming languages used to build machine learning algorithms. With the ability to tackle large volumes of data and perform predictive tasks like classification and regression with incredibly high accuracy, machine learning can be applied across different industry verticals, making it one of the most sought after skills in the industry.
This program builds on fundamental concepts and provides hands-on training that will help participants develop machine learning algorithms for solving real world problems.
The program is designed to enable participants learn Python programming for Machine Learning, use various Python packages to preprocess and visualize data, and use the data to build supervised and unsupervised learning algorithms from scratch.
Duration
36 hours. 6 hours per week for 6 weeks
Eligibility
Candidates in the following category will benefit from this program:
Module 1: Introduction to Machine Learning
Module 2: Statistical Inference Basics
Module 3: Python Programming for Machine Learning
Module 4: Infrastructural Operations in Machine Learning
Module 5: Supervised Learning: Theory and Use-cases
Module 6: Unsupervised Learning: Theory and Use-cases
Pedagogy & Course Material
The program will consist of lectures, case studies, team-based exercises and presentations. The lectures will be supplemented with videos and discussion on current events. Participants will be encouraged to analyze organizational case studies and derive meaningful and reasonable solutions to the problems depicted in them.
Software & Tools
Language: Python
Distribution: Anaconda
Libraries: Jupyter, NumPy, pandas, SciPy
Certification
Participants achieve a Certificate in “Essentials of Machine learning using Python”
Course Structure
The course will be a blend of classrooms learning augmented by additional content delivered through hands on coding, problem solving, invitational talks and workshops.
Study Materials
The program will be made available to participants through a Learning Management System.
Workshops & Invitational Talks
Relevant trends on Artificial Intelligence shall be discussed at the AI Lecture Series on AIFridays @ AILABS, an active platform where thought leaders from academic and industry share their views on how AI will impact their line of work and the world in general.
Information Camps
For any enquiry, please feel free to visit the below address or call +91 33 46034217/+91 9051324266
Program Venue
AILABS
J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Contact Details
Post: AILABS – J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Dial: +91 33 46034217/+91 9051324266
Digital: info@ailabs.academy
