Data Science Masters

Data Science Masters course is highly curated and uniquely designed according to the latest industry standards. This program instills students the skills essential to knowledge discovery efforts to identify standard, novel, and truly differentiated solutions and decision-making, including skills in managing, querying, analyzing, visualizing, and extracting meaning from extremely large data sets. This trending program provides students with the statistical, mathematical and computational skills needed to meet the large-scale data science challenges of today's professional world. You will learn all the stack required to work in data science industry including cloud infrastructure and real-time industry projects.

Language: english

Duration: 7-8 months

What you'll learn

Python
Statistics
Machine learning
Deep learning
Computer vision
Natural language processing
Big Data
Apache Spark
Apache Kafka
Data Analytics
PowerBI
Tableau
Databases
Data Science Workflow
Real Time Data Science Projects

Requirements

System with minimum i3 processor or better
At least 4 GB of RAM
Working internet connection
Dedication to learn

Course Curriculum

28 Jan'23 Course Introduction

Course Induction
Course Overview And Dashboard Description
Lab Introduction
Experience Portal Introduction
Let's Get Started

29 Jan'23 Python Basic

Introduction Of Python And Comparison With Other Programming Language
Python Objects, Number & Booleans, Strings.
Container Objects, Mutability Of Objects

30 Jan'23 Python Basic

Operators - Arithmetic, Bitwise, Comparison And Assignment Operators, Operator's Precedence And Associativity
Conditions (If Else, If-Elif-Else), Loops (While, For)
Break And Continue Statement And Range Function

31 Jan'23 String Objects

Basic Data Structure In Python
String Object Basics
String Inbuilt Methods
Splitting And Joining Strings
String Format Functions

1 Feb'23 List Object Basics

List Methods
List As Stack And Queues
List Comprehensions

Course Projects

21 Feb'23 Python Project :- Web Scrapping

Web Scrapping introduction
Integration With Web Portal.
Integration With Rest Api, Web Portal And Mongo Db
Deployment On Web Portal On AWS Cloud

22 Feb'23 Python Project : - Image Scrapper

Image Scrapping Introduction
Image Scrapping Deployment
Integration With Rest Api, Web Portal And Mongo Db
Deployment On Web Portal On Azure Cloud

6 - 15 May'23 ML Projects

7 May'23 Fault detection in wafers based on sensor data.
9 May'23 Cement strength reg.
11 May'23 Credit card fraud.
12 May'23 Fraud detection
13 May'23 Income prediction
14 May'23 Phishing classifier
15 May'23 Visibility climate

16 - 22 July'23 Computer Vision Projects

16th July'23 Object Tracking Project
17th July'23 Image Classification with SOTA CNNs
18th July'23 Image to Text using OCRs
19th July'23 Vision based Attendance System
20th July'23 Sign Language Detection
21st July'23 Shredder Systems

6 - 15 Aug'23 NLP Projects

6th Aug'23 Movie Review using BERT
6th Aug'23 NER using BERT
8th Aug'23 POS Tagging with BERT
9th Aug'23 Text Generation GPT2
10th Aug'23 Question Answering with SQUAD
11th Aug'23 Machine Translation with Transformers
12th Aug'23 Paraphrasing with BART
13th Aug'23 Text2Speech
14th Aug'23 Speech2Text
15th Aug'23 SpellCorrector

Krish

Having 10+ years of experience in Data Science and Analytics with product architecture design and delivery. Worked in various product and service based Company. Having an experience of 5+ years in educating people and helping them to make a career transition.

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Sudhanshu Kumar

Having 8+ years of experience in Big data, Data Science and Analytics with product architecture design and delivery. Worked in various product and service based Company. Having an experience of 5+ years in educating people and helping them to make a career transition.

Social Links: