Machine Learning (Certification Program) - Weekend Batch

PROGRAM DESCRIPTION

This 5 weeks/ 60 Hrs. online certification program will help you master the concepts of Machine Learning together with good number of hours of live instruction by our expert data scientist and hands on tutorials and projects.

DURATION: 5 Weeks/ 60 Hours

Dates : Saturday, Sep. 8th., 2018 - Sunday, Oct. 7th., 2018

START DATE:
Saturday, Sep. 8th., 2018:    10:00AM - 01:00PM (IST)

Friday, Sep. 7th., 2018: 09:30PM - 12:30AM (USA PDT)

END DATE:
Sunday, Oct. 7th., 2018:    10:00AM - 01:00PM (IST) 

Saturday, Oct. 6th., 2018:  09:30PM - 12:30AM (USA PDT)

Instructor-led sessions :- 2 Sessions per week every Saturdays & Sundays of 3 hrs. each

Total course duration :- 60 hours (30 hour instructor-led sessions + 20 hour of self-practice on coding tutorials + 10 hour project)

PREREQUISITES

• Candidate must have some programming knowledge/experience in any language
• Maths / Statistics background expected until Senior School at least

COMBO PACKAGES

Take individual courses. Or inquire for combo packages :

- Machine Learning + Deep Learning

- Deep Learning + Advanced Neural Networks

- Machine Learning + Deep Learning + Advanced Neural Networks (PG Certificate Level)

Course details at http://bit.ly/CSMLP

BENEFITS

1) Live online coaching by top Data Scientists from CellStrat

2) Prepare for lucrative career in Artificial Intelligence and Machine Learning, the hottest career option of this decade.

3) Join the CellStrat’s Disrupt4.0 community, and get connected to the global AI community.

Mode of training : Live training online by data scientist/s with GoToMeeting/GoToWebinar tools and webchat.

TARGET AUDIENCE

• Professionals who want to work in Artificial Intelligence or Machine Learning
• IT professionals looking for a career switch into the field of Artificial Intelligence
• Graduates looking to build a career in Machine Learning
• Students who wish to learn Machine Learning
• Experienced professionals who would like to harness artificial intelligence and machine learning in their fields to drive business growth

TOPICS COVERED

• Introduction to Artificial Intelligence and Machine Learning
• Maths Review
• Types of learning
  • Lab demo : Predict house purchases
• Data Preparation
  • Lab demo : Demonstrate data cleaning and data sufficiency
• Dimensionality Reduction
  • Lab demo : Convert a 3D dataset into 2D
• Bayesian Learning
• Regression
  • Lab demo : Predict insurance premiums, Demo DT regression
• Classification
  • Lab demo : Predict lifestyle disease
• Decision Trees
  • Lab demo : Classify plant species
• Support Vector Machines
  • Lab demo : Demo non-linear classifier
• Forms of Unsupervised Learning
  • Lab demo : Create clusters using k-means
• Introduction to Deep Learning
• Capstone Projects
  • Check creditworthiness of bank customers
  • Predict house prices using various ML techniques

INCLUDES

• Live Concept lectures by Instructor
• Programming demos
• Hands-on programming assignments
• Capstone Project
• Quizzes and Assessment
• ML Certificate by CellStrat
• Become part of exclusive CellStrat #AIExpert community where CellStrat Data Scientists guide you in your AI career and help answer technical questions in an ongoing way

REQUIRED

– Candidate must have a personal desktop or laptop with minimum Intel i5 processor or above (preferred Intel i7) or equivalent AMD processor with minimum 4 GB RAM.

Note :- Instructions on how to install Python and other relevant libraries on your laptop / desktop will be provided at the start of training.

INSTRUCTOR

Vivek Singhal (AI Data Scientist, CellStrat)

LinkedIn : https://www.linkedin.com/in/viveksinghal1

Still in dilemma, would you like to get a preview of our earlier sessions? if yes, then visit CellStrat Youtube Channel