Essentials Of Machine Learning Using Python

 

Course Overview


Purpose

Artificial Intelligence is the concept of coding machines to think “smart”, using the faculty of reasoning, learning, understanding language, planning and solving problems as intelligent humans.The perception of Artificial Intelligence, however, goes back to Greek mythology, with stories of mechanical men designed to mimic human behavior.

Machine Learning, on the other hand, is an application of Artificial Intelligence, where machines are given access to data and are left to learn by themselves. In the twenty-first century, Artificial Intelligence techniques have experienced a resurgence following concurrent advances in computer performance, internet data and theoretical understanding. It has become an essential part of the technology industry, helping to solve real life challenges.

The Essentials of Machine Learning using Python, an integral part of artificial intelligence paradigm is becoming the most sought-after skill. If you aspire to harness the potential of machine learning and enhance your skills in algorithms this program can help you do so.


Aim

The program will establish a sound foundation on Machine Learning using Python and enable the participants to learn the concepts in detail through series of lectures and use cases.


Duration

36 hours. 6 hours per week for 6 weeks


Eligibility Criteria

Candidates with a good foundation in mathematics and an analytical bent of mind.


Application Procedure

Suitable Domains

Candidates in the following category will benefit from this program:

  • Professionals in Information Technology
  • Professionals in Marketing & Business Consulting
  • Students with Science or Technology background
  • Final year students in an Engineering or Science Program

Course Synopsis

Course Code: EMLP01AILABS082018 Duration: 36 hours
Capacity: Cohorts of 25 per class Course Fee: INR 30,000 + 18% GST
Medium of Instruction: English Location: AILABS, J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Methodology: Layered Learning Program
Certification: Participants achieve a Certificate in “Essentials of Machine learning using Python”

Course Synopsis

Course Code: EMLP01AILABS082018
Duration: 36 hours
Capacity: Cohorts of 25 per class
Course Fee: INR 30,000 + 18% GST
Medium of Instruction: English
Location: AILABS, J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Methodology: Layered Learning Program
Certification: Participants achieve a Certificate in “Essentials of Machine learning using Python”

COURSE
MODULE

Module 1: Introduction to Machine Learning

Module 2: Statistical Inference Basics

Module 3: Python Programming for Machine Learning

Module 4: Algorithmic Operations in Machine Learning

Module 5: Supervised Learning

Module 6: Unsupervised Learning

Course Fee

INR 30,000 + 18% GST


Pedagogy & Course Material

The program will consist of lectures, case studies, team-based exercises, white papers 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.


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 46034216 / 17


Program Venue

AILABS
J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091


Contact Details

Post: DCG AILABS Academy Pvt Ltd- J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Dial: +91 33 46034216 / 17
Digital: admissions@ailabs.academy