Mistral AI Fundamentals Training in Marina Bay

Mistral AI Fundamentals Training in Marina Bay, Singapore

This training provides a comprehensive introduction to Mistral AI, its open-source LLMs, deployment methods, API usage, and practical applications in enterprise workflows

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Mistral AI Fundamentals Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Mistral AI Fundamentals Training course with hands-on, instructor-led sessions. Mistral AI Fundamentals is a practical, easy-to-understand training program designed for beginners who want to learn how...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: XHP97
14 Hrs
Last Updated: April 2026

Course Rating5/5

Mistral AI Fundamentals is a practical, easy-to-understand training program designed for beginners who want to learn how to use Mistral AI for content creation, automation, chatbots, and real-world applications. Learners will explore the Mistral Playground, run models locally for free using tools like Ollama, and learn the basics of prompting, building simple applications, and using Retrieval-Augmented Generation (RAG).

The program keeps technical complexity low and focuses on hands-on learning, real use cases, and clear explanations suitable for non-developers and first-time AI users.

Welcome to the official Mistral AI Fundamentals Training certification program in Marina Bay, Singapore. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

No technical background required.

Recommended:

Basic computer familiarity
Ability to follow simple instructions (copy–paste)
Curiosity to learn AI tools

Optional (but not required):

Basic Python or JavaScript exposure
Basic understanding of how websites or apps work

After completing this course, participants will be able to:

· Build simple AI-powered applications using Mistral

· Use Mistral Playground to generate content, summaries, Q&A answers

· Apply prompt engineering techniques to improve output quality

· Run Mistral models locally without paid tools

· Understand what RAG is and use beginner-friendly RAG demos

· Use Codestral for basic code generation/debugging

· Apply basic security practices when using AI systems

· Identify suitable business use cases for Mistral in their organization

· This ensures learners walk away with practical, usable skills, not just theory.

By the end of the training, learners will be able to:

AI & Model Understanding

Understand what Mistral AI is and how it compares to GPT, Llama, and Claude
Identify which Mistral model to use for different use cases
Understand basic AI concepts (tokens, prompts, embeddings, RAG)

Prompting Skills

Write effective prompts for Mistral models
Use zero-shot, few-shot, and structured prompts (JSON/XML)
Use system prompts for controlled outputs
Improve prompts to generate better answers

Practical Mistral Usage

Use the Mistral Playground confidently
Run Mistral models locally for free using Ollama/LM Studio
Make simple API calls (with ready-made code)
Use Mistral for content generation, automation, summarization, and Q&A

RAG & Document AI Basics

Understand the RAG pipeline in simple terms
Use basic RAG demos to query documents
Learn how embeddings support search and retrieval

Security & Governance Awareness

Understand safe API usage
Recognize common risks like prompt injection
Apply basic data privacy and governance practices

Understanding of Mistral model capabilities
API usage and coding accuracy
Prompt engineering quality
Ability to build a functional Mistral app
Hands-On Exercises evaluation

Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion.

Understanding Mistral AI + Basic Usage

1. What is Mistral AI?

What is Generative AI?
What makes Mistral different?
Mistral’s open-source philosophy (easy explanation)
Comparing popular models in simple terms:

Mistral vs GPT
Mistral vs Llama
Mistral vs Claude / Gemini

Overview of Mistral models (high-level):

Mistral 7B
Mixtral 8x7B
Mixtral 8x22B
Codestral (for code)
Mistral Small / Large

2. Basic Concepts

What is a token
What is a “Mixture-of-Experts”
Strengths of Mistral
Where Mistral struggles (limitations)
Simple guidance on choosing a model

3. Getting Started with Mistral — No Coding Required

Create a free Mistral account
How to use the Mistral Playground
Text completion vs chat models (with examples)
What are embeddings? (simple use cases only)
Understanding rate limits & pricing basics

Hands-On Practice:

Trying your first prompt
Writing system instructions
Experimenting with few-shot prompts
Making the model generate structured output (like JSON)

4. Prompt Engineering

How to write clear prompts
How to control tone & style
Zero-shot and few-shot examples
Creating simple templates for:

Q&A
Summaries
Creative writing
Social media content

5. Hands-On Labs

Build a simple content generator in Playground
Create a chatbot-style conversation
Improve answers using better prompt instructions

App Building, Local Models, RAG Basics & Security

6. Using Mistral in Real Applications

Copy–paste API call example
Pre-written Python example
Pre-written JavaScript example
How chatbots work at a high level
Using Mistral for:

Automation
Content creation
Business use cases

7. Running Mistral on your system

Install Ollama
Download Mistral 7B with one command
Run simple prompts locally
Basic performance tips

8. RAG (Retrieval-Augmented Generation)

What is RAG? (simple example: "upload your documents → ask questions")
Why RAG is useful
Simple explanation of vector databases
High-level flow:
Upload → Break text → Search → Answer

Hands-On Exercises

9. Intro to Fine-Tuning

What is fine-tuning?
Why companies use it
What is LoRA/QLoRA in simple words
When to fine-tune vs when to improve prompts

10. Security & Governance

How to keep API keys safe
What is prompt injection
How to avoid unsafe prompts
Data privacy basics
Simple logging & audit ideas

11. Practical Use Cases

Customer support reply generator
Document summarizer
FAQ assistant
Coding helper using Codestral
Social media content creator

Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.

Participants will be evaluated based on: Daily quizzes, mock questions and query resolution. Group Discussion and Case Study Discussion. Assessment will be through hands-on labs, quizzes, and a hands-on exercises. ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Mistral AI Fundamentals Training Events in marina-bay

Online Events

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More Upcoming Session Dates

October 2026

📍 Marina Bay, Singapore

26th Oct 2026→27th Oct 2026

November 2026

📍 Marina Bay, Singapore

3rd Nov 2026→4th Nov 2026

🌐 Online Instructor-Led

8th Nov 2026→9th Nov 2026

🌐 Online Instructor-Led

19th Nov 2026→20th Nov 2026

📍 Marina Bay, Singapore

27th Nov 2026→28th Nov 2026

December 2026

🌐 Online Instructor-Led

5th Dec 2026→6th Dec 2026

📍 Marina Bay, Singapore

12th Dec 2026→13th Dec 2026

📍 Marina Bay, Singapore

21st Dec 2026→22nd Dec 2026

🌐 Online Instructor-Led

24th Dec 2026→25th Dec 2026

Events for other courses in Marina Bay, Singapore

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Mistral AI Fundamentals Training in Marina Bay