Ezhilan P

Years of Experience in Data Science Classes

7

Teaching Experience in detail in Data Science Classes

This Data Science course is an online learning program designed for Working Software Engineers. Work on real problem statements and get hands-on experience with realistic data. Data Science is a tailor-made program for you to make or take your career in Data Science to the next level via: It is a 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 - Introduction to Programming Decision trees & control Binary number system Strings Arithmetic operators Loops Module 2 - Programming Constructs Functions Recursions Pointers Structures Unions Dynamic Arrays Asymptotic notations Module 3 - 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 - 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 - Data Science & Machine Learning EDA, Data wrangling, Feature Engineering Supervised & Unsupervised Models Ensembling Factor analysis Predictive Modeling & Forecasting Recommender system Module 6 - ML Engineering - Deep Learning & Big Data Keras, TensorFlow, PyTorch Neural Networks, Computer Vision, NLP Reinforcement Learning Research Papers in Deep Learning Big Data Services