Designed for Data enthusiasts and working professionals

About Owaka Data Science

  • Owaka Data Science is a tailor-made program for you to make or take your career in Data Science to the next level via:

  • Vetted curriculum by Industry experts
  • Live classes by Data Scientists
  • 1:1 mentorship from industry veterans
  • Live business scenario projects Extensive Career support
Curriculum

Module 1 (8 Weeks) - Introduction to Programming

Decision trees & control

Binary number system

Strings

Arithmetic operators

Loops

Module 2 (8 Weeks) -Programming Constructs

Functions

Recursions

Pointers

Structures

Unions

Dynamic Arrays

Asymptotic notations

Module 3 (15 Weeks) - Problem Solving & CS Fundamentals

Time Complexity

Arrays & Strings

Binary Search & 2 Pointers

Recursion, Hashing & Sorting

Bit manipulation

Stacks, Queues & Linked Lists

Trees, Tries, Heap & Greedy

DP, Graphs

DB, OS & Computer Networks

Module 4 (8 Weeks) - Statistical Analysis & Data Analytics

Python, Jupyter, Numpy, Pandas

Git, Linux Terminal, File I/O

Statistics, Probability, Linear Algebra

Distributions, Sampling, Hypothesis Testing

Databases, SQL, Index, Partition, Schema

Web API, Scraping, Automation, Flask

Module 5 (8 Weeks) - Data Science & Machine Learning

EDA, Data wrangling, Feature Engineering

Supervised & Unsupervised Models

Ensembling

Factor analysis

Predictive Modeling & Forecasting

Recommender system

Module 6 (15 Weeks) - ML Engineering - Deep Learning & Big Data

Keras, TensorFlow, PyTorch

Neural Networks, Computer Vision, NLP

Reinforcement Learning

Research Papers in Deep Learning

Warehouse - AWS S3, HDFS, HBase, NoSQL

Ingestion - Kafka

Analysis - PySpark, YARN, Airflow, Hive

Career Services

  • 180+ employer partners

  • 20K+ Owaka student community

  • Mock interviews prep with industry experts
  • Optimized Resume & LinkedIn profile through expert feedback
Contact Us Today For Enrollment both On-site & Virtual classes