FreeCourse Logo
FreeCourse.io
Verified CouponsFree CoursesJobsBlog
Categories
Home/Courses/Mistral AI Development: AI with Mistral, LangChain & Ollama
Mistral AI Development: AI with Mistral, LangChain & Ollama
Development100% OFF

Mistral AI Development: AI with Mistral, LangChain & Ollama

Udemy Instructor
4.4(10.7K students)
Self-paced
All Levels

About this course

Are you ready to build AI-powered applications with Mistral AI, LangChain, and Ollama? This course is designed to help you master local AI development by leveraging retrieval-augmented generation (RAG), document search, vector embeddings, and knowledge retrieval using FastAPI, ChromaDB, and Streamlit. You will learn how to process PDFs, DOCX, and TXT files, implement AI-driven search, and deploy a fully functional AI-powered assistant—all while running everything locally for maximum privacy and security.

What You’ll Learn in This Course? Set up and configure Mistral AI and Ollama for local AI-powered development. Extract and process text from documents using PDF, DOCX, and TXT file parsing.

Convert text into embeddings with sentence-transformers and Hugging Face models. Store and retrieve vectorized documents efficiently using ChromaDB for AI search. Implement Retrieval-Augmented Generation (RAG) to enhance AI-powered question answering.

Develop AI-driven APIs with FastAPI for seamless AI query handling. Build an interactive AI chatbot interface using Streamlit for document-based search. Optimize local AI performance for faster search and response times.

Enhance AI search accuracy using advanced embeddings and query expansion techniques. Deploy and run a self-hosted AI assistant for private, cloud-free AI-powered applications. Key Technologies & Tools UsedMistral AI – A powerful open-source LLM for local AI applications.

Ollama – Run AI models locally without relying on cloud APIs. LangChain – Framework for retrieval-based AI applications and RAG implementation. ChromaDB – Vector database for storing embeddings and improving AI-powered search.

Sentence-Transformers – Embedding models for better text retrieval and semantic search. FastAPI – High-performance API framework for building AI-powered search endpoints. Streamlit – Create interactive AI search UIs for document-based queries.

Python – Core language for AI development, API integration, and automation. Why Take This Course? AI-Powered Search & Knowledge Retrieval – Build document-based AI assistants that provide accurate, AI-driven answers.

Self-Hosted & Privacy-Focused AI – No OpenAI API costs or data privacy concerns—everything runs locally. Hands-On AI Development – Learn by building real-world AI projects with LangChain, Ollama, and Mistral AI. Deploy AI Apps with APIs & UI – Create FastAPI-powered AI services and user-friendly AI interfaces with Streamlit.

Optimize AI Search Performance – Implement query optimization, better embeddings, and fast retrieval techniques. Who Should Take This Course? AI Developers & ML Engineers wanting to build local AI-powered applications.

Python Programmers & Software Engineers exploring self-hosted AI with Mistral & LangChain. Tech Entrepreneurs & Startups looking for affordable, cloud-free AI solutions. Cybersecurity Professionals & Privacy-Conscious Users needing local AI without data leaks.

Data Scientists & Researchers working on AI-powered document search & knowledge retrieval. Students & AI Enthusiasts eager to learn practical AI implementation with real-world projects. Course Outcome: Build Real-World AI SolutionsBy the end of this course, you will have a fully functional AI-powered knowledge assistant capable of searching, retrieving, summarizing, and answering questions from documents—all while running completely offline.

Enroll now and start mastering Mistral AI, LangChain, and Ollama for AI-powered local applications.

Skills you'll gain

Data ScienceEnglish

Available Coupons

Loading...

Course Information

Level: All Levels

Suitable for learners at this level

Duration: Self-paced

Total course content

Instructor: Udemy Instructor

Expert course creator

This course includes:

  • 📹Video lectures
  • 📄Downloadable resources
  • 📱Mobile & desktop access
  • 🎓Certificate of completion
  • ♾️Lifetime access
$0$99.99

Save $99.99 today!

Enroll Now - Free

Redirects to Udemy • Limited free enrollments

Share this course

https://freecourse.io/courses/mistral-ai-development-mistral-langchain-ollama

You May Also Like

Explore more courses similar to this one

Python Data Analysis - Matplotlib, Seaborn, Pandas & NumPy
Development
0% OFF

Python Data Analysis - Matplotlib, Seaborn, Pandas & NumPy

Udemy Instructor

Python Data Analysis – Matplotlib, Seaborn, Pandas & NumPyUnlock the power of data with Python Data Analysis – Matplotlib, Seaborn, Pandas & NumPy, a practical, hands-on course designed to help you analyze, visualize, and understand data like a professional data analyst.In this course, you’ll learn how to use Python’s most popular data analysis and visualization libraries to turn raw data into meaningful insights. Whether you’re working with business data, research datasets, or real-world CSV files, you’ll gain the skills needed to clean, analyze, and present data effectively.I start from the fundamentals and gradually move to advanced techniques, ensuring you build confidence at every step. By the end of the course, you’ll be able to perform complete data analysis workflows and create professional quality visualizations.What You’ll LearnUnderstand the fundamentals of Python for data analysisWork efficiently with data using NumPy arraysClean, manipulate, and analyze datasets with PandasPerform descriptive statistics and exploratory data analysisCreate clear and insightful visualizations using MatplotlibBuild advanced, beautiful statistical plots with SeabornAnalyze real-world datasets and extract actionable insightsCombine Pandas, NumPy, Matplotlib, and Seaborn into a complete data analysis workflowWhy Take This Course?Beginner friendly with step-by-step explanationsReal-world examples and practical exercisesFocused on in-demand skills used by data analysts and data scientistsPerfect balance of theory and hands-on codingIdeal foundation for careers in data science, analytics, and machine learningBy enrolling in Python Data Analysis – Matplotlib, Seaborn, Pandas & NumPy, you’ll gain practical, job ready skills that you can apply immediately to real projects. Start your data analysis journey today and turn data into insights with confidence.

0.0•1.5K•Self-paced
FREE$84.99
Enroll
DeepFake & Voice Cloning Mastery: Machine Learning Made EASY
Development
0% OFF

DeepFake & Voice Cloning Mastery: Machine Learning Made EASY

Udemy Instructor

Deep Fakes & Voice-Over: AI Mastery Midjourney - Generative AI for Social Media, Instagram, ChatGPTAre you ready to unlock the limitless potential of AI and unleash your creativity like never before? Welcome to the ultimate online course in DeepFake & Voice Cloning Mastery! Join us on this exciting journey where we break down complex machine learning concepts into easily understandable steps.Have you ever wanted to create mind-boggling deepfake videos, swap faces seamlessly, and even clone voices with famous personalities, but felt overwhelmed by the technical jargon and complexities of AI?Fear not! Many aspiring creators face this challenge, leaving them unable to tap into the mesmerizing world of AI-driven creativity. But that changes today!In this comprehensive course, we've distilled the intricacies of deepfake technology and voice cloning into a user-friendly learning experience. Our step-by-step approach empowers beginners and seasoned learners alike to master these cutting-edge skills in no time.Course Highlights:EASY Learning Curve: No prior knowledge required! We guide you through each technique, making the learning process smooth and enjoyable.Weekend Intensive: Get ready to transform your skills over the course of a single weekend. Our condensed curriculum ensures maximum knowledge retention without overwhelming you.Hands-On Practice: Learning by doing is the key to true mastery. You'll create impressive deepfake videos, swap faces, and clone voices with the guidance of industry experts.Voice Cloning Made Accessible: Discover how to capture the essence of iconic voices, granting you the power to give life to fictional characters and more.Free Software & Resources: All the tools you need are at your fingertips, and we'll walk you through their usage step-by-step.Imagination Unleashed: Explore the boundless possibilities of AI-driven creativity and leave your audience spellbound.Benefits:By the end of this course, you'll confidently:Create stunning deepfake videos and images.Swap faces in videos seamlessly and convincingly.Clone voices of famous personalities to add depth to your creations.Amaze your audience with your newfound AI wizardry.Take action now: Enroll in "DeepFake & Voice Cloning Mastery: Machine Learning Made EASY" and embark on a journey that will revolutionize your creative endeavors. Whether you're an aspiring content creator, marketer, or simply someone eager to explore AI's potential, this course will empower you to stand out in the digital world. Let's create magic together!

4.5•668•Self-paced
FREE$111.99
Enroll
Machine Learning & AI Fundamentals: Practice Exams
Development
0% OFF

Machine Learning & AI Fundamentals: Practice Exams

Udemy Instructor

We are living in the golden age of Artificial Intelligence. However, simply knowing how to import a library and call .fit() and .predict() is no longer enough to secure a high-paying job in data science. Companies are looking for engineers who understand the underlying mathematics of their models. They need professionals who know exactly why a neural network is overfitting, how to optimize a learning rate during gradient descent, and when to prioritize Recall over Precision in life-or-death classification models. Welcome to the Machine Learning & AI Fundamentals practice assessments!This comprehensive practice test course provides you with 200 realistic, highly technical questions modeled directly after the grueling data science interviews conducted by FAANG companies and top-tier research institutions. Across these four rigorous practice exams, you will face direct, scenario-based challenges spanning a massive array of industries. You will be tested on your ability to deploy Keras-based house price regression models, build fraud detection pipelines for major banking clients, and architect transformer models for real-time social media sentiment analysis.The questions in this course cut through the theoretical fluff and dive straight into practical application. You will be challenged on the nuances of categorical cross-entropy, the mathematical logic behind Gini Impurity in Decision Trees, and the architectural differences between CNNs and RNNs. If you are preparing to defend an academic submission, pivot your career into machine learning engineering, or prove that you can build models that actually scale in production environments, this is your ultimate testing ground. Enroll today and start optimizing your algorithms!Course locale: English (US) Course instructional level: Advanced Level Course category: Development Course subcategory: Data Science

0.0•347•Self-paced
FREE$98.99
Enroll
FreeCourse LogoFreeCourse

Freecourse.io brings you high-quality online courses with free certificates to help you upskill, boost your career, and achieve your goals anytime, anywhere.

Resources

  • Courses
  • Jobs
  • Categories
  • Features

Company

  • About
  • Blog
  • Contact

Legal

  • Privacy
  • Terms
  • Cookies
  • Licenses

© 2026 FreeCourse. All rights reserved.