Generative AI Mastery Quiz: From Basics to Real-World LLM Applications

Curriculum

10 Sections
10 Lessons
100 Minutes

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Introduction to AI, ML & Generative AI
Build a strong foundation in modern AI, understand its real-life impact, and get ready to explore powerful generative tools confidently.
2
- 1.1
  Introduction to AI, ML & Generative AI
  10 Minutes5 Questions
- 1.2
  Introduction to AI, ML & Generative AI
Python for Machine Learning
Learn Python tools like NumPy, Pandas, and Matplotlib for ML, plus data cleaning and EDA basics.
2
- 2.1
  Python for Machine Learning
  10 Minutes2 Questions
- 2.2
  Introduction to AI, ML & Generative AI
Fundamentals of Machine Learning
Build, evaluate, and fine-tune ML models to solve real-world, data-driven problems with confidence.
2
- 3.1
  Fundamentals of Machine Learning
  10 Minutes0 Questions
- 3.2
  Fundamentals of Machine Learning
Deep Learning with TensorFlow & PyTorch
Build and train deep learning models using TensorFlow and PyTorch for real-world AI projects.
2
- 4.1
  Deep Learning with TensorFlow & PyTorch
  10 Minutes0 Questions
- 4.2
  Deep Learning with TensorFlow & PyTorch
Natural Language Processing (NLP) Essentials
By the end of this module, you'll be able to process and analyze human language with machine learning, building NLP applications like chatbots and sentiment analyzers.
2
- 5.1
  Natural Language Processing (NLP) Essentials
  10 Minutes0 Questions
- 5.2
  Natural Language Processing (NLP) Essentials
Large Language Models (LLMs)
Gain hands-on skills to fine-tune LLMs for custom tasks and build smart, AI-driven language applications.
2
- 6.1
  Large Language Models (LLMs)
  10 Minutes0 Questions
- 6.2
  Large Language Models (LLMs)
Working with Hugging Face
Build and deploy real-world NLP apps with ease. By the end, you’ll confidently use Hugging Face to create and share production-ready AI models.
2
- 7.1
  Working with Hugging Face
  10 Minutes0 Questions
- 7.2
  Working with Hugging Face
LangChain & GenAI Applications
Create and deploy real-world LLM apps that are fast, flexible, and production-ready.
2
- 8.1
  LangChain & GenAI Applications
  10 Minutes0 Questions
- 8.2
  LangChain & GenAI Applications
GenAI Use Cases & Projects
Learn to build real-world GenAI projects—chatbots with GPT-4, text summarizers, Q&A systems, and auto content pipelines. Get a quick dive into AI art with Midjourney.
2
- 9.1
  GenAI Use Cases & Projects
  10 Minutes0 Questions
- 9.2
  GenAI Use Cases & Projects
Capstone Project
By the end, you’ll have a fully-functional AI chatbot, a fine-tuned LLM, and an advanced document search system—perfect for showcasing your skills and completing your AI journey.
2
- 10.1
  Capstone Project
  10 Minutes0 Questions
- 10.2
  Capstone Project

Overview

Are you ready to test your AI knowledge and see how future-ready you really are? Whether you’re a student, tech enthusiast, or a professional aiming to thrive in the AI-powered era, the Generative AI Mastery Quiz is your gateway to validating your skills in Generative AI, Machine Learning, NLP, and Large Language Models (LLMs).

🚀 Why Take This Quiz?

Generative AI is reshaping industries, revolutionizing how we interact with technology—from chatbots and AI writers to automated content pipelines and intelligent search systems. Tools like GPT-4, LangChain, Hugging Face, and RAG (Retrieval-Augmented Generation) are becoming essential for developers, data scientists, marketers, and innovators.

This quiz is designed to:

Assess your understanding of AI fundamentals
Test your grasp on hands-on tools and real-world applications
Evaluate your ability to build production-ready AI solutions

📘 What You’ll Be Quizzed On

The quiz covers 10 core modules from the course “Generative AI & Machine Learning with LLMs and NLP”, including:

Foundations of AI, ML, and Generative AI
Python for Machine Learning
Supervised & Unsupervised Learning
Deep Learning with TensorFlow & PyTorch
NLP Techniques and Applications
Large Language Models (GPT, BERT, Transformers)
Working with Hugging Face Tools
LangChain & Generative AI App Development
Real-World GenAI Projects (Chatbots, Q&A, Summarization)
Capstone AI Projects (RAG Search, Domain-specific Chatbots)

✅ Key Benefits

✨ Skill Validation
Prove your expertise in AI tools and techniques used by top professionals and startups worldwide.

💡 Career Boost
Stand out in your resume or portfolio with real-world knowledge of LLMs and NLP—two of the most in-demand AI skills today.

🔍 Identify Learning Gaps
Pinpoint areas where you need to improve, and get recommendations to deepen your skills.

📈 SEO & Marketing Advantage
Perfect for marketers and creators working with AI-generated content and automation tools.

🏆 Who Should Take This Quiz?

AI & Data Science Students
Software Developers & Engineers
Tech Entrepreneurs & Startups
Digital Marketers exploring AI tools
Product Managers in tech industries
Anyone interested in GPT, ChatGPT, Hugging Face, LangChain, or OpenAI APIs

🎯 What’s the Format?

📝50 Multiple Choice Questions
📊 Covers theory, tools, coding, and real-world use cases
⏱️ Time: 100 minutes
📈 Instant results and performance breakdown

📣 Bonus: Want to Learn More?

After the quiz, get personalized learning recommendations and exclusive access to our full Generative AI & NLP course, where you’ll:

✅ Build real-world apps using GPT, LangChain, and Hugging Face
✅ Learn RAG-powered document search
✅ Fine-tune your own LLM
✅ Work on a capstone project with portfolio-ready output

📍 Ready to Challenge Yourself?

🎯 Take the Quiz Now → Unlock your Generative AI potential!

Instructor

TalhaTraining

educational network to build your professional career

Generative AI Mastery Quiz: From Basics to Real-World LLM Applications

Free

Course Features

Lectures 10
Quizzes 10
Duration 100 minutes
Skill level All levels
Language English
Students 1
Certificate No
Assessments Self

Artificial Intelligence

Generative AI Mastery Quiz: From Basics to Real-World LLM Applications

Curriculum

Curriculum