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Internship in
Machine Learning
Data Science
Cloud Computing
Cybersecurity
Web Development
Human Resources
Marketing
Operations
with E&ICT Academy IIT Guwahati
4-Week Program in Hybrid Mode

Learn Machine Learning with industry level internship
projects and become a Microsoft certified professional.

Intensive Curriculum
Microsoft Certification
Guaranteed Internship
₹5,500 ~~₹20,151~~ Flat 70% off
Hours Minutes Seconds
Left at this price

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Internship in

Machine Learning
Data Science
Cloud Computing
Cybersecurity
Web Development
Human Resources
Marketing
Operations
with E&ICT Academy IIT Guwahati

4-Week Hybrid Internship Program

4-Week Program in Hybrid Mode

Intensive Curriculum
Microsoft Certification
Guaranteed Internship

Apply Now

Download Brochure

Enroll Now

₹12,000
~~₹25,000~~ Flat 48% off
Hours Minutes Seconds
left to claim this offer!!

Apply Now

Key Takeaways from the
Course

Intensive Curriculum

8 specializations to choose from with the course content covering basic to advanced concepts

Microsoft Certification

Add more value to your LinkedIn Profile, Resume or CV

Paid Internship

Project-Based Online Internship with IIT Guwahati

Intensive Curriculum

8 specializations to choose from with the course content covering basic to advanced concepts

Microsoft Certification

Add more value to your LinkedIn Profile, Resume or CV

Paid Internship

Project-Based Online Internship with E&ICT Academy IIT Guwahati

Walkthrough of Your Course
Journey

Document

What is Data Science?
What does Data Science involve?
Era of Data Science
Business Intelligence vs Data Science
Lifecycle of Data Science
Tools of Data Science

What is Statistical Inference?
Terminologies of Statistics
Measures of Centers
Measures of Spread
Bivariate Analysis
Multi-variate Analysis
Plots

Data Cleaning, Merging, and Pivots

Data Analysis Pipeline
What is Data Extraction
Types of Data
Raw and Processed Data
Data Wrangling
Exploratory Data Analysis
Visualization of Data

Merges, Processing, Group by

What is Machine Learning?
Machine Learning Use-Cases
Machine Learning Process Flow
Machine Learning Categories
Supervised Learning
Linear Regression
Logistic Regression

What is Classification and its use cases?
Decision Tree?
Algorithms for Decision Tree
Evaluation
Random Forest

Creating Reports

What is Clustering?
Clustering Uses-Cases
What is K-means Clustering?
What is Hierarchial Clustering?

Data Frame
Variables
Reading Data
Functions
Histograms

Generating Random Numbers
Density and Cumulative Distributive Functions
Comparing Distributions

Linear Regression
Generalized Linear Models
Polynomial Regression
Non-Linear Regression

Introduction to Tree based Models
Tree Error Rates
Random Forests

Introduction to Apache Kafka
Using RapidMiner
Hadoop for Big Data

What is cloud computing?
What is Azure?
Managing Azure
Subscription management, support, and billing

What is Azure PowerShell?
Azure SDK and Azure CLI
Using the Azure PowerShell modules
Using the Azure CLI

Creating and configuring VMs
Configuring disks
Create a VM from the Azure portal by

using an Azure
Marketplace image
Verify the functionality of the VM

Creating and configuring web apps
Deploying and monitoring web apps
Creating and deploying PaaS cloud services
Creating and configuring a WordPress web app

Getting started with virtual networks
Configuring Azure networking
Getting started with Azure Load Balancer
Creating virtual networks

Understanding cloud storage
Create and manage storage
Create an Azure Storage account
Create and manage blobs

Overview of Azure AD
Manage Azure AD authentication
Create users in Azure AD
Create a new Azure AD tenant and a custom

DNS domain

Introductory Class, Intro to Cloud Computing
Virtualization, Installation of VM Wore

and Creation of
Virtual Machine
Azure Subscription, Azure Basics
Azure Portal, Azure Region & amp Data
Centre,
Azure
Services
Azure VM, VM Creation lamp Connection,

Compute Services
Azure App Service, Server less Computing,

Azure Storage
Storage Exploring, Azure Virtual Networking
Azure Identity Service, SecurityServices
Guidance for Mini Project

Core Security Principles
Social Engineering
Man-In-The-Middle Attacks
Microsoft Baseline Security Analyzer

Overview of Internet Security
User Authentication
NTFS Permissions
Shares And Permissions In Action

Audit Policies
Create a VM from the Azure portal by using

an Azure Marketplace image
Verify the functionality of the VM

Network Access Protection
A real world example of VLANs and DMZ
Why Do We Need A Firewall?
Malware And What You Can Do About It

Introduction to IPSec
Names Resolution & DNS concepts
How to use Wireshark to capture network traffic
Client Protection

How websites functions
HTML Tags
DOM Structures

Styling with CSS elements
Advanced Styling – The Box Model
CSS classes
Positioning it all together

Make your website live
Fundamental Syntax – DataTypes, Variables,

Conditionals, Loops, Functions
Objects and classes
Make Your website Dynamic with JavaScript

BootStrap
CSS Preprocessors
Building and deploying web projects –

NPM / Grunt / Gulp

CRUD Basics
Intro to technologies like Django and NodeJS
Intro to building REST APIs using Django
Data Storage with MySQL
Fetch information on your website through
REST APIS Interaction between Frontend and
Backendt

Intro into HR foundations
HR and Roles
HR Types, (TA, Gen., Operations, L&D, BP),
A day of an HR

What is recruitment? Types of recruitment
Identifying/ knowing the requirement
JD Preparation
Social media recruitment -Talent search

(on Major Portals like Naukri(Activity)
Screening & Shortlisting

Types of Hiring Rounds
Interview process for different job

roles like IT
(from recruiter pov)
What is Talent Acquisition, metrics & Analytics

BGV, Reference check
Job Offer, OL, AL, Probation

Introduction & Induction
Company Culture
Employee engagement & Retention
Create 2 activities for Employee Engagement

Employee performance management
ESOPs, Salary breakup, Mediclaim, PF, Payroll
Promotion & Salary raise

Training need analysis (TNA)
Training design & Assessments

Resignation, retirement and termination
Post Resignation Procedures

Post Exit Process

Introduction to Marketing
Marketing Fundamentals
Understanding marketing role
Marketing Funnel
B2B vs B2C Marketing Strategies
Market Research-Competitive Analysis
Consumer behavior
Marketing Strategies
Marketing Plan

Understanding Branding
Defining Brand
Brand Management Concepts
Brand Loyalty
Brand Loyalty

Basics of Advertising
Working with Advertising Partners
Advertising Media
Advertising for digital world
Advertising for digital world

Digital Marketing Framework
Website Fundamentals
Fundamentals of Google SERP Tool
Basics of Search Engine Optimization
Basics of Search Engine Marketing Paid Channels
Digital marketing with Social media
Email, video and images optimization

SMM strategies
Platforms on social media
Creating engaging content for social media
Marketing Tools: Social Media

Definition of Content Marketing
Plagiarism free content
Keyword Research and Keyword Research Tools
Types of Content, Media Based Content

Building Content Strategy using Facebook,

Twitter & LinkedIn
Paid Marketing on Facebook, Instagram & Youtube
Measuring ROI of Social Media Marketing
SEO Link Building

Google Ads Essential

* PPC Model,
Impressions and CTA, CPM, CPI Models
SEO Marketing Tools
CRO Conversion Ratio Optimization
Web Analytics – Using Google Analytics

Definition of Retention Marketing
Creating Customer Retention Funnel
Understanding Consumer Behaviour
Building Loyal Customer base & monetising

Fundamentals of Operations Management
Skills needed for Operations

(time, work,
change management)

Career Pathway
Hierarchy movement
KRAs, KPIs, Targets, Incentives
Industries to target

SLAs, SOPs and other technical terms
Tech terminologies
Slack (for collaboration & documentation)

Different methods of Data management
Data Privacy policies
Documentation & Filing (Administration work)

Return on Investment (ROI)
Planning and Forecasting
Introduction to Task & Project management tools

Root Cause Analysis (RCA) -5 Whys
Hierarchy changes (EQ management,
Boss & Team
Management)

Calling etiquette
How to handle customer/clients

Business communication ethics for external

and internal collaboration
Effective communication with departments/teams

Introduction to mail communication (Internal &
External)
Mail Etiquette & Important phrases
Mail Templates (Internal & External)

Program Completion Certificates:
Program Completion Certificates:

Pricing & Eligibility Criteria:
Special Price: INR 12,000/- + GST
• Students currently enrolled in Pre-Final Year or Final/Graduating Year
• Students currently enrolled in Pre-Final Year or Final / Graduating Year
₹ 12,000
~~₹ 25,000~~ Flat 48% off

Buy this course

Learn Machine Learning with industry level internship projects and become a Microsoft certified professional.

Machine Learning Data Science Cloud Computing Cybersecurity Web Development Human Resources Marketing Operations with E&ICT Academy IIT Guwahati

4-Week Program in Hybrid Mode

Machine Learning

Introduction to Analytics/Data Science

Statistical Inference

Excel

Python – Data Extraction, Wrangling and Exploration Python – Data Extraction, Wrangling and Exploration

SQL

Introduction to Machine Learning

Regression and Classification

Tableau

Unsupervised Learning

Data Science

Introduction to R programming language Introduction to R programming language

Probability and Visualization using R

Regression

Statistical Procedures for Advanced Analytics Statistical Procedures for Advanced Analytics

Introduction to Big Data

Cloud Computing

Getting started with Microsoft Azure

Microsoft Azure management tools

Virtual Machines in Microsoft Azure Virtual Machines in Microsoft Azure

Web apps and cloud services Web apps and cloud services

Creating and configuring virtual networks Creating and configuring virtual networks

Cloud storage

Creating and managing Azure AD

Modules of programs

Cyber Security

Understanding Security Layers

Understanding Authentication, Authorization, and Accounting Understanding Authentication, Authorization, and Accounting

Understanding Security Policies

Understanding Network Security Understanding Network Security

Protecting the Server and Client

Web Development

Intro to HTML5

Intro to CSS3

Website Hosting

Front End Web UI Frameworks and Tools Front End Web UI Frameworks and Tools

Server Side Development

Human Resources

Intro to HRM Foundation

Pre-phase of recruitment

Selection-phase of recruitment

Post-phase of recruitment Post-phase of recruitment

Onboarding management

Compensation & benefits

Training & Development

Employee Offboarding or Exit Management Employee Offboarding or Exit Management

Importance of Exit Management

Marketing

Marketing Fundamentals

Branding & Promotion

Advertising & Promotions

Digital Marketing Foundations Digital Marketing Foundations

Social Media Marketing

Content Marketing

Social Media Marketing Strategies

Paid Marketing Fundamentals & Web Analytics Paid Marketing Fundamentals & Web Analytics

CRO – Conversion Rate Optimization & Web Analytics, & Retention Marketing CRO – Conversion Rate Optimization & Web Analytics, & Retention Marketing

Operations

Insights of Operations

Dimensions of Operations Management Dimensions of Operations Management

Relationship between Ops, Productivity and Competitiveness Relationship between Ops, Productivity and Competitiveness

Basics of Data Management Basics of Data Management

Task & Project management

Problem solving frameworks

Client Management (External Stakeholder Management) Client Management (External Stakeholder Management)

Collaboration (Internal Stakeholder Management) Collaboration (Internal Stakeholder Management)

Email Communication (Internal & External) Email Communication (Internal & External)

Learn Machine Learning with industry level internship
projects and become a Microsoft certified professional.

Machine Learning
Data Science
Cloud Computing
Cybersecurity
Web Development
Human Resources
Marketing
Operations
with E&ICT Academy IIT Guwahati