Internship in Artificial Intelligence & Data Science
Build powerful data science and artificial intelligence skills using modern tools and real-world data technologies.
Develop practical skills in artificial intelligence, data science, and data analytics through hands-on training and real-world tools. Gain the confidence to analyze data, build intelligent systems, and pursue successful careers in the rapidly growing AI and technology industry.
Duration :- 120 Hrs
Gain insight into a topic and learn the fundamentals.
Internship Certificate
Get a recognized Internship Certificate showcasing your practical skills & industry readiness.
Placement Assistance
Get dedicated placement support, interview preparation, resume building, & access to job opportunities.
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Overview of Course
The Internship in Artificial Intelligence & Data Science is designed to introduce learners to the concepts of data analysis, machine intelligence, and modern data technologies used in today’s digital economy. This program focuses on building strong analytical and technical skills required to understand, process, and interpret data for real-world applications.
Through modules such as Artificial Intelligence & Data Science, Python Core, Python Advance, Big Data Analytics (Hadoop), Cloud Computing, Internet of Things (IoT), Advance Excel, and Business Data Analytics (Power BI), students gain practical exposure to data processing, programming, and data visualization tools. Participants learn how data is collected, analyzed, and transformed into meaningful insights that help organizations make informed decisions.
The internship emphasizes hands-on learning and real-world data applications, enabling learners to understand the role of artificial intelligence and data science in solving modern business and technology challenges. By combining programming knowledge with analytical tools, this program prepares participants for opportunities in data analytics, AI technologies, business intelligence, and the growing field of data-driven industries.
Training Content
Digital Marketing
Artificial Intelligence Overview
Introduction
Definition & Characteristic of AI?
Components & Problems of AI
Applications of AI
Programming with and without AI
Types of AI | Technology landscape
Definition And Role of Cognitive Science
Machine Learning And its Type
Advantages & Example of Machine Learning | Technology Leaders
Neural Networks & its Applications
Deep Learning & its Applications
Natural Language Processing
Difference Between AI & Algorithm
Brief About Agents Goals & Features
Problem Addressed By AI
Types of Problem Solving Search Algorithm
Other Important Algorithms
Adversarial Search | Knowledge Representation & Types
Common Machine Learning Algorithm
Programming Language
Advancement in ANN
Understanding Biological Neuron Model | Artificial Neuron Model
Artificial Neural Networks & Architectures
Learning And Their Types | Backpropagation Algorithm
Application | Advantages | Conclusion
Brief about Machine learning
Machine Learning Paradigms
Machine Learning Workflow
Brief About Deep Learning
- Brief Application of Natural Language Processing
- How To Download Python
- Why Python | Basic Concepts of coding
- Python strings with examples
- Indexing in Python
- Python Tuples
- Python Lists
- Python Dictionaries
- Different Operators in Python
- Loops in Python
- Working with NumPy Arrays
- Creating Matrices with Array Operation
- Pandas Library & Data Frame
- Practical Knowledge
- Immutable & Mutable Data Type
- Deep Learning with PyTorch
- Comparison of PyTorch with NumPy
- Learn how to Create PyTorch Tensor
- Basics of PyTorch
- Machine Learning Vs Deep Learning
- How Deep Learning works
- Forward Propagation in Neutral Network
- Forward Propagation Example
- Backward Propagation
- Fully Connected Neural Networks
- Activation Function
- A Practical Knowledge of Activation Function
- Neural Networks
- Softmax | Loss Function
- Preparing Dataset in Python
- Training a Neural Network
- Convolutional Neural Networks
- Pooling Layer
- Training Convolutional Neural Network
- How to use Sequential Module
- Overfitting | Validation sets in PyTorch
- How overfitting can be prevented & Why PyTorch
Digital Marketing Manager
- Introduction to Digital Marketing Manager
- Develop a Digital Marketing Strategies
Digital Marketing Campaign
- Plan and Conduct Digital Marketing Campaign Part (1)
- Plan and Conduct Digital Marketing Campaign Part (2)
- Plan and Conduct Digital Marketing Campaign Part (3)
Campaigns Performance and Expenditure
Optimize campaigns Performance and Expenditure
Measure and Report Performance
- Measure and report performance of digital marketing campaign Part (1)
- Measure and report performance of digital marketing campaign Part (2)
Study Material
- Digital Marketing Manager
- Study material on social media marketing
Python Core
Introduction to python
variable in python
Data types in python
Operators in python
Operators Precedence
Conditional statements
Making your own calculator
Restaurant bill generator game
Rock paper scissor game
Dictionaries in python
Creating contact book
Set data type
KBC quiz game
Function In Python
Study Material
Python
Python Advance
Python Libraries
Python OOPS Concepts
Budget App
Packages
File Handling part 1
File Handling Part 2
File Handling Part 3
File Handling Part 4
Python Matplotlib part 1
Python Matplotlib part 2
Error and Exceptional handling
SQL Part 1
SQL Part 2
Major project Part 1
Major Project Part 2
Telephone Billing System
Big Data Analytics (Hadoop)
Introduction and outline of big data analytics
What is big data analytics in brief
Need and uses of big data analytics
Big data technologies, limitation, problem & solution
Hadoop Definition
Rack Awareness
Metadata, backup & federation
Write & Read Anatomy
Core component & processing
Anatomy of map reduce program
Hadoop Pig
Hive
Bigdata use cases data flow swoop, flume
Benefits, barriers & data locality principle
Hadoop live demo
Cloud Computing
What You will Learn in This Course
Current Scenario & Scenario
Concepts & Working of Virtualization
Types of Cloud
History of Cloud
Pros & Cons of Cloud Computing
Purpose & Usage
Role of CRM
Enhance Growth with right Business Model
Top Indian Startups in Cloud Computing Field
FAQ’s in cloud Computing Industry
Technical Aspect of Cloud
Industry Partner For Cloud Services
Advantages of Big Data
Invitation and Advance learning
Business Idea for Cloud Computing
Business Plan Template
Cloud Hosting Template
How to Start Storage & Hosting Business
How to Start Storage & Hosting Business ? Part – 2
Case study
Study Material
Cloud Computing
Internet of Things (IOT)
Introduction to IOT
History of IOT
Characteristics of IOT
Requirements for IOT
Applications of IOT in Different Fields
Real Case Scenario
Technologies Used in IOT
Enabling of IOT Technologies
Challenges of IOT
Future of IOT
Different IOT based product
Sensors
Connectivity
Connectivity Zigbee
Wireless Personal Area Network
Data Aggregration
5 Different Energy
Different Application
Processing Data
Sensing As A Service
Study Material
Internet of Things
Advance Excel
Introduction
Basic Function Of MS Excel
Various Function In Excel Part-1
Various Function In Excel Part-2
Logical Functions
IF And Function
Text Function & Formula Auditing Tools Part – 1
Text Function & Formula Auditing Tools Part – 2
Date Function Part-1
Date Function Part-2
Name Range V-lookup Advance Filtering Part-1
Name Range V-lookup Advance Filtering Part-2
H-Lookup
Conditional Formatting
Pivot Table Part-1
Pivot Table Part-2
Interactive Dashboard Part-1
Interactive Dashboard Part-2
Data Validation | Index Function
What If Analysis
Study Material
Excel Advanced
Business Data Analytics (Power BI)
KEY TAKEAWAYS
KEY TAKEAWAYS
KEY TAKEAWAYS
Data Analytics Key Terms and Tools
Data Analytics Using POWER BI
Practical Session
Practical Session
Practical Session
Practical Session
Personality Development
- Introduction about Personality Development
- Self Awareness -Part 1
- Self Awareness -Part 2
- Personality Character Traits
- Personality Behaviour Traits
- Personality Attitudinal Change
- Different Character Traits
- Types of Personalities
- Life Skills
- Decision Making
- Critical Thinking & Creative Thinking
- Problem Solving & Interpersonal Relationship Skills
- Empathy & Effective Communication
- Managing Feelings & Emotions
- Behaviour Changes Through life Skills
- Learn to Say No
- Emotional Intelligence
- Emotional Intelligence Framework
Professional Business Project Documentation
A detailed and professionally structured project report will be provided to learners covering real business concepts, market analysis, financial planning, costing, compliance requirements, and growth strategies. The report is designed to give practical insight into how a complete business plan is developed and documented. It helps students understand real-world business structure, financial statements, and proper presentation standards.
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