Data Science & AI
Introduction to Artificial Intelligence
A broad 50-hour foundation in AI: from classical search and machine learning to generative AI, agents and ethics
- Duration
- 50 hours
- Format
- Live online
- Modules
- 10 modules
- Certificate
- On completion
- ✓50 hours of live online instructor-led training in scheduled batches
- ✓Covers the whole AI landscape: search and reasoning, machine learning, deep learning, NLP, vision and generative AI
- ✓Hands-on Python labs plus use of modern AI tools
- ✓Introduction to AI agents and retrieval-augmented generation
- ✓AI ethics, bias, safety and India-relevant regulation awareness
- ✓Assure Success course-completion certificate after a project
About the course
What this course covers
Introduction to Artificial Intelligence gives you a structured map of the field. Many learners know pieces of AI from news and tools like chatbots, but not how they connect. This course starts with the history and core ideas, then works through the main areas: problem solving and search, knowledge and reasoning, machine learning, neural networks, computer vision, natural language processing and generative AI.
Practical labs in Python let you try each idea: a search algorithm for a puzzle, a classifier on tabular data, a small neural network, a sentiment model and a prompt-driven application built on a language model API. Later modules cover retrieval-augmented generation and AI agents at an introductory level, and responsible AI topics such as bias, privacy, explainability, safety and the evolving regulatory landscape.
There is no external exam. You finish with a capstone and an Assure Success course-completion certificate. The course is a base from which you can choose a specialisation in machine learning, deep learning, generative AI or AI product work.
Who should attend
- ● Graduates and students who want a complete foundation in AI
- ● IT and software professionals planning a move into AI-related roles
- ● Managers, consultants and analysts who need to evaluate AI projects
- ● Entrepreneurs and product owners exploring AI features
- ● Learners who want to decide which AI specialisation to pursue
Prerequisites
Key skills
Skills you will walk away with
AI problem formulation
Decide whether a problem needs rules, search, machine learning or a generative model.
Search and reasoning
Implement breadth-first, A* and simple constraint-solving approaches.
Machine learning basics
Train and evaluate regression, classification and clustering models.
Neural networks
Understand layers, training and overfitting, and build a small network.
NLP and computer vision
Use pretrained models for text and image tasks.
Generative AI usage
Prompt LLMs effectively, understand hallucination and use APIs for simple applications.
Curriculum
Module-by-module syllabus
10 modules · 40 topics · 50 hours
1Module 1: Foundations of AI4 topics ▾
Learning objective: Understand what AI is and how it evolved.
- ▸ History and milestones
- ▸ Narrow vs general AI
- ▸ Rule-based systems vs learning systems
- ▸ Current AI landscape and job roles
2Module 2: Python for AI4 topics ▾
Learning objective: Gain the coding base for labs.
- ▸ Python basics
- ▸ NumPy and pandas
- ▸ Visualisation
Schedules
Upcoming live batches
Enroll now and choose your batch dates
Send an enquiry and we'll reserve your seat in the next batch.
Certification
How you get certified
- 1Enrol in a scheduled live batch and complete the setup tasks
- 2Attend sessions and complete the labs for each module
- 3Finish the capstone project and present it for review
- 4Meet the attendance and assessment criteria for your batch
- 5Receive your Assure Success course-completion certificate
Career outcomes
Roles this opens up
AI / ML Associate (junior)
₹5–12 LPA (approx.)Supports AI teams with data preparation, experiments and evaluation.
Data Analyst with AI skills
₹4–9 LPA (approx.)Uses AI tools and models to speed up analysis and reporting.
AI Business Analyst / Consultant
₹6–14 LPA (approx.)Translates business needs into AI use cases and requirements.
Junior AI Product Associate
₹6–14 LPA (approx.)Helps define and track AI-powered features.
Salary ranges are approximate figures for India and vary by city, company and experience.
Why this certification is worth it
Breadth with hands-on depth
You touch every major area, so you can pick a specialisation with confidence.
Why Assure Success
Learn it once, pass it once
Trainers from the field
Every session is led by a practitioner who uses this material at work.
Batches that fit your week
Weekday and weekend batches in IST, scheduled for working professionals.
Exam-style practice
Practice questions and, where available, a full simulator free with the course.
Exam voucher help
Discounted vouchers and step-by-step help booking your exam.
Human support
WhatsApp support Mon–Sat, 9 AM–8 PM IST — a person answers.
Pay your way
UPI, cards, netbanking and EMI in India; international cards accepted.
FAQs
Questions learners ask us
Q.Is this course for beginners?
Yes. It starts from first principles and teaches the Python needed for the labs. A willingness to practise is more important than prior experience.
Q.How is it different from Introduction to Data Science?
That is a shorter 24-hour taster of data analytics and data science. This 50-hour course covers the full AI landscape, including search, neural networks, generative AI and agents.
Q.Will I be job-ready for an AI engineer role?
It gives you a foundation. AI engineer roles usually need stronger coding and project experience, so you may follow it with Machine Learning, Deep Learning or the AI Engineer Bootcamp.
Q.Do I need advanced maths?
No. School-level maths is enough, and extra concepts are explained as they appear.
Q.Is there an external exam?
No. You receive an Assure Success course-completion certificate after completing the course and project.
Q.Will I use paid AI tools?
Most labs use free tiers or open-source models. If any exercise needs a paid API, the coordinator will tell you before the batch starts.
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Introduction to Artificial Intelligence
