curriculum

A rigorous course that is worth your time

A 12-month online course in AI and Machine Learning for professionals and students.

Program Schedule

Week 1 - 12
Data Science Foundation

Mathematics: Statistics, Probability, Linear Algebra, Calculus

Data science and Machine Learning tools and Techniques:
Tools: Python (Numpy, Pandas, Matplotlib, seaborns, Scikit-learn, TensorFlow), R(ggplot,tidyverse)
Storytelling: Data Wrangling, reproducible science(Jupyter, sweave)

Week 13 - 24
Machine Learning

Classifications: Regression, KNN,Decision Tree, Support Vector Machine
Clustering: K-means,Hierarchical clustering, Fuzzy clustering
Dimensionality Reduction: Principal component analysis, Ensemble methods.

Week 25 - 36
Artificial Intelligence:

Search and planning:Unformed search and informed search
Knowledge representation: Bayesian reasoning
Deep learning: Convolutional Neural Network(CNN),Deep Belief Network(DBN)

Week 37 - 48
Big Data in Machine Learning

Hadoop, Pig, Spark, Zookeeper
Knowledge representation: Bayesian reasoning
Industrial Projects: Cases Studies and mentorship programs

Upcoming classes start dates

March 2021

Part-time

12 months

Tue & Thurs
6pm to 9pm

Saturday
9am to 12pm

Our Intakes

January 19th
April 13th
July 13th
October 2021

Tuition

$2,900 you get

  • 12 month course access
  • 12 hours per week hands on instructor access
  • Jenga Seal of Excellence (upon successful completion)
  • Jenga fellows career accelerator
    • CV in our trusted global talent database
    • Exclusive access to professional networking events
    • First hand info on job opportunities
    • Hiring manager introductions
    • Interview readiness support
    • Professional soft skills training
Discounts
  • 12 month course access
  • 12 hours per week hands on instructor access
  • Jenga Seal of Excellence (upon successful completion)
  • Jenga fellows career accelerator
Payment Options
  • 12 month course access
  • 12 hours per week hands on instructor access
  • Jenga Seal of Excellence (upon successful completion)
  • Jenga fellows career accelerator

The Application Process

01
Step 1
Apply to Jenga School
Create your student profile and register for the qualification test.
02
Step 3
Complete Enrollment Checklist
Provide proof of your education background, sign the Student Policy Agreement, pay your tuition and choose your start date. Done!

Let's Go!