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Essentials Of Machine Learning Using Python

 

Machine Learning with Python Course Overview


Python Hands on Training Fundamentals

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.

Python Programming for Machine Learning

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 Criteria

Candidates with a basic 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
Medium of Instruction: English Location: AILABS, J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Certification: Certificate in “Essentials of Machine learning using Python”

Course Synopsis

Course Code: EMLP01AILABS082018
Duration: 36 hours
Capacity: Cohorts of 25 per class
Medium of Instruction: English
Location: AILABS, J-3, Block GP, Sector- V, Salt Lake City, Kolkata –700 091
Certification: 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: Infrastructural Operations in Machine Learning

Module 5: Supervised Learning

Module 6: Unsupervised Learning

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:

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