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Data Scientist Self Paced

Data Scientist Self Paced

Our industrial training program aims to improve programming skills and proficiency in working with complex datasets. You will learn data manipulation, analysis, visualization, and storytelling using tools such as Excel, SQL, Python, and Libraries.

168
Hours
Of Informative Videos
Certification Available
Get a Certificate at the end of completion
4999
(+18% GST)
9999
Buy Now

About This Course

The Goal of this Industrial Training program is to Advance your programming skills and refine your ability to work with messy, complex datasets. You’ll learn to manipulate and prepare data for analysis, and create visualizations for data exploration. Finally, you’ll learn to use your data skills to tell a story with data. In this program, you’ll learn foundational data skills that apply across functions and industries. You’ll learn to analyze data and build models with Excel, query databases using SQL, and create informative data visualizations with Python and its Libraries.

Meet Your Instructors

SAHIL RAHMAN

Ex-Intern at HP and Ex-Intern at Porsche Cars (Japan)

Introduction to UI/UX
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Getting started with FIGMA
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Basics of Responsive Design For Websites
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Making a Design System
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Building a Portfolio Website
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How to present design in a DYNAMIC way
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Designing Marketing materials for a client
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Brand, Branding and Identity - Difference
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What are ICONS?
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Making Poster using Typography
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Basics of Typography (with 2 exercises)
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Introduction to Visual Design
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What is Ergonomics?
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Colour Theory
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Fundamental principles of Design
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Sorting using heap
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MinHeap and MaxHeap
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Djikstras Algorithm
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Kruskals algorithm
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Prims Algorithm
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Cycle detection undirected graph
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DFS and BFS traversal
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Median, Largest and smallest In BST
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Size and height of binary tree
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PreOrder, InOrder, PostOrder Traversal in Tree
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Difference between Stack and Queue
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Singly, Double, Circular Linked List
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insertion and merge sort
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linear and binary search
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bubble and selection sort
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data types and variables in C++
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Input_Output in C++
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Exception Handling, Lambda Functions, Smart Pointers
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Polymorphism, Static Members of a Class
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Types of Inheritance, Constructors and Destructors
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Access Specifiers, Friend Functions and friend class
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Pointer Arithmetic
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Intro to Pointers and Dynamic Mem alloc
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Variables, Reference Variables, Strings and Data types
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Loop and conditional statement in C++
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Arrays, operators, functions in C++
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HTTP request smuggling, CL TE, Tool - smuggler
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session, session management, session fixation, httpOnly
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Cookie security, Cookie attributes, SOP, CORS, Project Discussion
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Cryptography, hashing, encryption, hashing vs encryption, rainbow table attack
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Introduction to Cryptography, Ciphertext, Public key & Private Key cryptography, HTTPS, Assig
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Cross Site Request Forgery [CSRF], Portswigger labs
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SQL Injection, Types of SQL, POST based SQLi Attack
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Bash Scripting, shell, variables, system variables, user-defined variables,input, arguments
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Linux commands, Linux file system
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Google Dorking, Google Hacking Database
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Subdomain, Subdomain enumeration, Sublist3r, subbrute
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Routing Protocols, CPT - Switch, LAN
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Class A, B Subnetting and CIDR
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IPv4, Class of IPv4, NA BA Subnetting
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Convolutional Neural Network (CNN) and Artificial Neural Network (ANN)
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Support Vector Regression, Decision Tree, Random Forest
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Linear and logistic Regression
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Descriptive and inferential Statistics
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Data Visualization using Matplotlib
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Linear Algebra & Statistical Operations
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CRUD Operation on NumPy array
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Joins & Accessing database using python
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SQL Operations and Aggregations
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conditional statements and loops
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Strings, lists, dictionaries
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Life cycle props state
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React intro
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MongoDb and Mongoose
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Express js
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Node js Intro
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Bootstrap css
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JS Functions and ES6 Promises Async Await
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Conditionals, operators and loops
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Js Fundamentals
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Media query and flex box
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Display Position and Box model
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Intro to CSS
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Semantic Tags and Inline Block
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HTML Media tags
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Fundamentals Of HTML
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Objects and Methods
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Timing
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JSON
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Strict Mode
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Async Await
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Promises
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Array Methods
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Arrow Functions
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Destructuring
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New Syntax
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Introduction to ES6
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Input Using Scanner Class
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Try and Catch Block
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Finally and Through Keywords
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Errors in java
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Life Cycle of a Thread
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Introduction to multi-threading
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Packages in Java
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Strings in Java
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Course Syllabus

Module 1 - Intro To Python

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Module 2 - Database (MySQL)

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Module 3 - NumPy

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Module 4 - Regular Expression

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Module 5 - Pandas

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Module 6 - Data Visualisation

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Module 7 - Statistics

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Module 8 - Machine Learning and Deep Learning

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Projects

SQL Query IMDb dataset

We will query the IMDb Dataset using SQL queries and try to analyse the data using SQL.

Predict Employee Salary

In this project, we will predict the employee salary on the basis of their experience and skills.

Mall Customer Segmentation

We will be segmenting the different customers in a mall according to their shopping cart.

Market Basket Optimisation

We will analyse the Market Basket to optimise how can we enable people to buy more things and raise their revenue.

Youtube Sentiment Analysis

Here we will analyse the comments of a youtube video to find if the sentiment of the people is positive or negative on a particular topic.

Facebook Ads Analytics

We will be analysing the Facebook campaigns of various companies to cluster different customer into categories.

Top 50 Startups Revenue

In this project, we will predict the net yearly revenue for a startup on the basis of all the financial data of that startup.

Music Generation

Here we will generate music using GANs and Deep Learning.

Language Translator

We will make a translator that will translate our sentences from one language to another.

Create your Jarvis Chatbot

We will create your first Chatbot Jarvis to help you in your daily life.

Talk to Alexa using Sign Language

We will create a camera operated Alexa that can use sign languages to recognise your commands.

Emojify – Create your own emoji with Python

Convert Your images into Emojis using Deep Learning.

Wine Quality Test Project

Here, we will analyse the Quality of the Wine using its chemical composition.

Uber Data Analysis Project

Analyse and Visualize the User data directly from Uber. Understand and deliver the trends.

Analyse Android App Market on Google Play

We will be analysing all the apps on the AppStore trying to understand which app ranks the best and why.

Analyse Walmart Store Sales

Here we will be applying all the concepts we have learnt to analyse the Walmart Store Sales.

Music website

Create your own Music Player Website using Python as the backend.

Secret Message

Let's make a program that will take the names of the files and decrypts the secret message in the file.

Take a Break

Let's make a program that schedules breaks throughout the day to remind the user to take a break from time to time.

Why Choose Us?

Enrollment Benefits
DevTown
True Project Based Learning
Guidance from people at top MNC's
Internships, Real Work experience
Job Ready personal portfolio
LIVE Doubt Assistance and Interview Preparation
Mock Interviews, Github, Resume and LinkedIn Building

Data Scientist Self Paced

4999
(+18% GST)
9999
Buy Now
Get taught by industry experts having years of experience in their respective fields.
Real world industry level projects and reviews.
Mentor support and doubt clearing sessions.
Resume building and more career support.
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