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
May 2021
Part-time
12 months
Tue & Thurs
6pm to 9pm
Saturday
9am to 12pm
January 10th
May 11th
September 14th
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- 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
Payment Options
-
- Fees payment should be made via:-
1. Lipa na Mpesa
Paybill #: 4027233
Account #: 1007349927- OR
- 2. Bank Transfer
Payable to: Jenga School Institute
Bank Name: NCBA Bank
Bank Branch: Junction
Account name: Jenga School Institute
Account number: 1007349927 (KES)
Swift Code: CBAFKENX
- Fees payment should be made via:-