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. This course will be taught in Hindi language.

Language: hinglish

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

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 May'23 ML Projects

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

16 July'23 Computer Vision Projects

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

6 - 15 Aug'23 NLP Projects

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