Data Science & ML - invictusengineers

Join India's No.1 Outcome Focused

Data Science & Machine Learning PROGRAM

Curriculum Based on Real insights From 50 Top tech Companies

About Invictus Engineers Data Science & Machine Learning Course

Invictus Engineers 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
1:1 mentorship from industry veterans
Live business scenario projects
Extensive Career support

Weeks Duration

Hr/week Therory

Hr/week Lab

Students

MODULE 1 (8 WEEKS) - INTRODUCTION TO PROGRAMMING

Introduction To Programming

Decision trees & control
Binary number system
Strings
Arithmetic operators
Loops

MODULE 2 (8 WEEKS) - PROGRAMMING CONSTRUCTS

Programming Constructs

Functions
Recursions
Pointers
Structures
Unions
Dynamic Arrays
Asymptotic notations

MODULE 3 (15 WEEKS) - PROBLEM SOLVING & CS FUNDAMENTALS

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

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

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

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

Learning Outcomes

Get real-world experience by an instructor-led Data Science & Machine Learning
Be able to understand Data Science & Machine Learning
Be able to work on real-world use cases
Be able to master the Data Science & Machine Learning
Be able to demonstrate your understanding of Data Science & Machine Learning

Career Services

180+ employer partners
500+ HR network
Mock interviews prep with industry experts
Optimized Resume & LinkedIn profile through expert feedback

Register Now

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