Machine Learning Certification Program (Self Paced, Instructor Supported)

PROGRAM DESCRIPTION

This 5 weeks/ 60 Hrs. online video based certification program (with instructor support for coding assignments and projects) will help you master the concepts of Machine Learning together with support by our expert data scientist and hands on tutorials and projects.

JOIN THE COURSE ANYTIME and COMPLETE THE COURSE AT YOUR OWN PACE.

DURATION: 5 Weeks/ 60 Hours

Instructor-supported program :-

• 2 videos of 3 hrs. each provided  per week along with tutorials and exercises. Candidates review the videos (self paced) for theory and code demos.
• The instructor will provide coding assignments, evaluation and projects every week.
• Candidate projects are graded by the instructor and solutions provided to the candidate. 

Total course duration :- 60 hours (30 hour instructor-videos + 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

BENEFITS

1) Self paced online video based coaching supported by top Data Scientists from CellStrat. Personal mentoring by the instructor to help candidates with coding assignments and projects.

JOIN THE COURSE ANYTIME and COMPLETE THE COURSE AT YOUR OWN PACE.

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.

4) Access to Bengaluru-based CellStrat AI Lab (for those who complete the CellStrat's PG Certificate Program in Artificial Intelligence)

Mode of training : Self paced video based training with online videos recorded from prior batch of live Machine Learning Certification program.

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

• Prior recorded videos (concept lectures+code demos) by data scientist
• Instructor support for coding assignments and projects every week
• 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
• Get access to "CellStrat AI Lab" - the physical AI research lab facility in Bengaluru, India where cutting-edge application development happens (for those who complete the 9 month CellStrat's PG Certificate Program in Artificial Intelligence). Practice your ML and DL skills by developing globally disruptive AI applications as part of the CellStrat AI Lab.

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