Mastering Large Language Models (LLMs) with Langchain: Building Chatbots and Document-based QA Systems

A partir de 29.88 $ /h

In today's rapidly evolving technological landscape, Large Language Models (LLMs) have emerged as a groundbreaking innovation, transforming the way we interact with machines and process vast amounts of textual information. This comprehensive course is designed to equip participants with the skills and knowledge to harness the power of LLMs for creating advanced chatbots and document-based question-answering (QA) systems.

#### Course Objectives:
- **Understanding LLMs:** Gain a deep understanding of Large Language Models, their architecture, and capabilities.
- **Langchain Framework:** Learn how to use Langchain, a powerful framework for building LLM-powered applications.
- **Building Chatbots:** Develop sophisticated chatbots capable of natural language understanding and generation.
- **Document-based QA Systems:** Create robust QA systems that can accurately retrieve and process information from documents.
- **Hands-On Projects:** Apply your learning through practical, hands-on projects and real-world scenarios.

#### Course Outline:
1. **Introduction to Large Language Models:**
- Overview of LLMs and their significance in AI
- Key concepts and components of LLMs
- Current trends and advancements in LLM technology

2. **Getting Started with Langchain:**
- Introduction to the Langchain framework
- Setting up the development environment
- Understanding Langchain's core features and functionalities

3. **Building Your First Chatbot:**
- Designing conversational interfaces
- Implementing natural language understanding (NLU) and natural language generation (NLG)
- Integrating LLMs into your chatbot

4. **Advanced Chatbot Development:**
- Enhancing chatbot capabilities with context management
- Handling multi-turn conversations
- Deploying and maintaining chatbots in production environments

5. **Document-based Question Answering Systems:**
- Understanding document processing and retrieval
- Building QA systems using LLMs
- Techniques for improving accuracy and relevance in QA systems

6. **Practical Applications and Case Studies:**
- Real-world applications of chatbots and QA systems
- Case studies highlighting successful implementations
- Best practices and lessons learned

7. **Hands-On Projects:**
- Developing a custom chatbot for a specific use case
- Building a document-based QA system for a chosen domain
- Integrating both systems into a cohesive application

8. **Future Directions and Advanced Topics:**
- Exploring advanced features of LLMs and Langchain
- Emerging trends and future developments in LLMs
- Preparing for further learning and specialization

#### Who Should Enroll:
- Aspiring AI developers and data scientists
- Professionals seeking to enhance their skills in LLMs and chatbot development
- Enthusiasts interested in leveraging LLMs for innovative applications

#### Prerequisites:
- Basic understanding of programming concepts
- Familiarity with Python is recommended but not required

#### Course Outcomes:
By the end of this course, you will be able to:
- Understand and utilize Large Language Models effectively
- Develop advanced chatbots using Langchain and LLMs
- Build robust document-based QA systems
- Apply your knowledge to real-world projects and scenarios
- Stay abreast of the latest advancements in LLM technology

Join us in "Mastering Large Language Models with Langchain: Building Chatbots and Document-based QA Systems" to unlock the potential of LLMs and create innovative AI solutions that transform how we interact with and process textual information.

Información adicional

Delve deep into both theory and practice as you immerse yourself in the world of LLMs and the innovative Langchain framework.

Lugar

Conectado desde Canadá

Acerca de mí

Programming with several programming languages, such as C, JAVA, and Python.
Data scientist: extracting knowledge from structured, semi-structured, and unstructured data.
Teach programming languages and data science.
Five years of experience in teaching.

Formación

Ph.D. in Artificial Intelligence Multi-modal from Sidi Mohamed Ben Abdellah University.
Master's degree in Big Data analytics and smart systems, from Sidi Mohamed Ben Abdellah University.
Bachelor's degree in Computer Science and Mathematics from Ibn Zohr University

Experiencia / Calificaciones

Five years of experience in teaching.
Freelancer in several programming projects.

Edad

Niños (7-12 años)

Adolescentes (13-17 años)

Adultos (18-64 años)

Tercera edad (65+ años)

Nivel del estudiante

Principiante

Intermedio

Avanzado

Duración

60 minutos

La clase se imparte en

inglés

árabe

francés

Habilidades

Python

Disponibilidad en una semana típica.

(GMT -05:00)

Nueva York

En línea vía webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Teaching the Programming language(JAVA, Python, C, JavaScript)

23.9 $ /h

### Course Description: Teaching the Programming Languages (JAVA, Python, C, JavaScript)

Welcome to the comprehensive course on Teaching the Programming Languages: JAVA, Python, C, and JavaScript. This course is designed for aspiring programmers and educators who aim to master the fundamentals and advanced concepts of four of the most popular programming languages in the industry.

#### Course Objectives:
- **Introduction to Programming Concepts:** Understand the core principles of programming, including variables, data types, control structures, functions, and algorithms.
- **Language-Specific Syntax and Features:** Gain proficiency in the syntax and unique features of JAVA, Python, C, and JavaScript.
- **Hands-On Coding Practice:** Apply your knowledge through numerous coding exercises, projects, and real-world scenarios.
- **Debugging and Problem-Solving:** Develop strong debugging and problem-solving skills to efficiently resolve coding issues.
- **Advanced Topics:** Explore advanced topics such as object-oriented programming, web development, data structures, and algorithms.
- **Teaching Methodologies:** Learn effective teaching strategies to impart programming knowledge to others, whether in a classroom setting or online.

#### Course Outline:
1. **Introduction to Programming:**
- Basics of programming and computational thinking
- Overview of the four languages: JAVA, Python, C, and JavaScript

2. **JAVA Programming:**
- Syntax and basic constructs
- Object-oriented programming concepts
- Exception handling and multithreading
- Building GUI applications

3. **Python Programming:**
- Syntax and basic constructs
- Data structures and libraries
- Functional programming and modules
- Web development with Flask/Django

4. **C Programming:**
- Syntax and basic constructs
- Memory management and pointers
- File handling and system programming
- Data structures and algorithm implementation

5. **JavaScript Programming:**
- Syntax and basic constructs
- DOM manipulation and event handling
- Asynchronous programming and AJAX
- Front-end frameworks (React, Angular, or Vue.js)

6. **Integrated Projects:**
- Cross-language projects to solidify understanding
- Real-world applications and problem-solving

7. **Teaching Strategies:**
- Curriculum development and lesson planning
- Interactive and engaging teaching methods
- Assessment and feedback techniques

#### Who Should Enroll:
- Aspiring programmers who want to learn multiple programming languages
- Educators and trainers looking to enhance their teaching skills
- Professionals seeking to expand their coding expertise for career advancement

#### Prerequisites:
- Basic understanding of computer operations
- No prior programming experience required, but familiarity with basic programming concepts is beneficial

#### Course Outcomes:
By the end of this course, you will be able to:
- Write, debug, and optimize code in JAVA, Python, C, and JavaScript
- Develop comprehensive projects using each language
- Effectively teach programming concepts to others
- Apply advanced programming techniques to solve complex problems

Join us in this journey to become proficient in four powerful programming languages and enhance your teaching abilities to inspire the next generation of coders.

AI and data science (the steps to handle a project)

31.07 $ /h

Embark on a comprehensive journey through Artificial Intelligence and Data Science with our course, "AI and Data Science: The Steps to Handle a Project." This course is meticulously designed for individuals who aspire to become proficient in managing and executing AI and data science projects from inception to deployment.

#### Course Objectives:
- **Foundational Knowledge:** Understand the core principles of AI and data science, including key concepts, methodologies, and tools.
- **Project Lifecycle Management:** Learn the systematic approach to handling AI and data science projects through each project lifecycle phase.
- **Hands-On Experience:** Gain practical experience through real-world projects and case studies.
- **Advanced Techniques:** Explore advanced techniques and algorithms in AI and data science.
- **Ethical and Responsible AI:** Understand the ethical implications and best practices for responsible AI development and deployment.

#### Course Outline:
1. **Introduction to AI and Data Science:**
- Overview of AI and data science
- Key concepts and terminologies
- Applications and industry use cases

2. **Project Scoping and Planning:**
- Defining the problem statement
- Identifying objectives and success metrics
- Project planning and timeline management

3. **Data Collection and Preprocessing:**
- Data collection methods and sources
- Data cleaning, transformation, and integration
- Exploratory data analysis and visualization

4. **Model Development:**
- Selection of appropriate algorithms and models
- Training, validation, and testing of models
- Hyperparameter tuning and optimization

5. **Model Evaluation and Validation:**
- Evaluation metrics and performance analysis
- Cross-validation techniques
- Model interpretability and explainability

6. **Deployment and Monitoring:**
- Model deployment strategies and tools
- Monitoring and maintaining model performance
- Continuous integration and continuous deployment (CI/CD)

7. **Project Documentation and Presentation:**
- Creating comprehensive project documentation
- Presenting findings and insights to stakeholders
- Effective communication of technical results

8. **Ethics and Best Practices:**
- Ethical considerations in AI and data science
- Ensuring fairness, accountability, and transparency
- Best practices for sustainable and responsible AI

#### Course Outcomes:
By the end of this course, you will be able to:
- Manage and execute AI and data science projects from start to finish
- Collect, preprocess, and analyze data effectively
- Develop, evaluate, and deploy robust AI models
- Communicate insights and results clearly to stakeholders
- Apply ethical and responsible practices in AI development

Join us to master the end-to-end process of handling AI and data science projects and become a proficient practitioner capable of delivering impactful solutions.

Matías

4.88

(84)

Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied.

As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others.

I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly.

Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

Jose

4.88

(84)

Hello there,

I am a Software Engineer studying master’s degree who has experience in Java, Python, C, Linux, Kubernetes, Docker, Web Development and App Development. I am looking for people who is willing to learn about the aforementioned technologies.

Hope to hear from you soon!

Lina

4.88

(84)

This class is perfect for anyone taking their first steps into computer programming or early-semester engineering students looking to get familiar with Python and C++.

You’ll learn to think like a programmer, create your own programs, and unlock your creativity. Programming is fun, versatile, and practical, helping you apply concepts to real problems and other areas of study.

Mauro

4.88

(84)

Este curso está diseñado para personas sin experiencia previa en programación que deseen aprender los fundamentos de la programación utilizando Python, uno de los lenguajes de programación más populares y versátiles en la actualidad.

Durante este curso, explorarás los conceptos básicos de la programación y adquirirás habilidades prácticas para escribir código en Python. Comenzaremos desde cero, cubriendo temas como variables, tipos de datos, operadores, estructuras de control, funciones y manejo de excepciones. A medida que avancemos, aprenderás a resolver problemas y desarrollar algoritmos utilizando Python.

Además de los fundamentos de la programación, este curso también te introducirá a algunas de las características avanzadas de Python, como listas, tuplas, diccionarios y programación orientada a objetos. Aprenderás a utilizar bibliotecas y módulos de Python para realizar tareas específicas y resolver problemas del mundo real.

Este curso se enfoca en la práctica, por lo que trabajarás en una variedad de ejercicios y proyectos a lo largo del curso para aplicar lo que has aprendido. Al final del curso, tendrás una sólida comprensión de los conceptos básicos de la programación y estarás listo para avanzar en tu viaje hacia la programación con Python.

Temas Cubiertos:

Introducción a Python y su entorno de desarrollo
Variables, tipos de datos y operadores
Estructuras de control: if, for, while
Funciones y manejo de excepciones
Listas, tuplas y diccionarios
Programación orientada a objetos en Python
Uso de bibliotecas y módulos de Python
Desarrollo de proyectos prácticos
Requisitos:

No se requiere experiencia previa en programación
Acceso a una computadora con conexión a Internet
Objetivos del Curso:

Familiarizarse con la sintaxis de Python y su entorno de desarrollo
Comprender los conceptos fundamentales de la programación
Desarrollar habilidades prácticas para escribir código en Python
Aplicar los conocimientos adquiridos en proyectos prácticos
Prepararse para cursos más avanzados de Python y desarrollo de software.

Are you a university student 🎓 aiming to pass your programming exams and seeking guidance? 💻

Then these programming lessons are specially curated for you! 🚀

⦿ Specialized support to conquer university assignments 📚 and excel in exams 📝.

⦿ Hands-on learning through live project development 🔧 to bolster your academic achievements 🎯.

⦿ Access to a wealth of learning materials: 📑 slides, 🎥 videos, 📖 tutorials, and supplementary reading resources 📚.

⦿ Patient, friendly, and supportive teaching approach 🤝. My goal is to assist university students in overcoming programming hurdles and achieving success 💡.

Let's pave the way to exam success together 🏆—join these tailored programming lessons for your academic triumph! 🎯🎓

Maria

4.88

(84)

With 3 years of experience giving private lessons since I finished the Degree in Data Science, I offer Python classes from basic to advanced level. Both programming from scratch and adapted to certain Data Science topics such as working with datasets and some Machine Learning models, as well as in the FPR, PRG and EDA subjects of the UPV or similar. In addition to programming subjects in biological degrees such as Biotechnology or Biomedicine.

Rodrigo

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En este curso aprenderemos programación en general, tanto las bases como técnicas avanzadas de diversos lenguajes, por ejemplo java, c++, c#, html, etc.
Se puede aprender tanto de 0 como de algún nivel más avanzado, repasar algún ejercicio que no entiendas o algún examen en el que no quedó del todo claro cual fue la falla, estamos para aprender y enseñar.

Sammy

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(84)

🐍 Learn Python and Data Science with an experienced instructor.

🖥 I offer customised private lessons for beginners and advanced students.

👨🏻‍🏫 With two years of experience teaching at a public school for data science and data analysis, I will help you understand concepts such as data processing, machine learning and statistical analyses in a practical way.

🤖 Whether you want to improve your programming skills, analyse data efficiently or develop your own machine learning models, the lessons will be tailored to your individual needs.

Martín

4.88

(84)

Are you interested in learning to program from scratch or improving your current skills? I offer private programming classes tailored to your level and goals.

What will you learn?
- Programming fundamentals (variables, control structures, functions, logic, etc.)
- Languages like Python (ideal for beginners, automation, data science) and JavaScript (key for web development).
- Good practices and logical thinking.
- Practical projects to reinforce what has been learned.

Mode
- Flexible schedules
- Support material included
- Guided exercises and personalized follow-up

Who is this for:
- Students, professionals from other fields, or anyone who wants to get started or delve deeper into the world of programming.

Learn to program in a clear, practical way, focused on your goals.

Henry

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(84)

Aprende a programar desde cero con Python, el lenguaje ideal para principiantes. En este curso descubrirás cómo usar variables, condicionales, bucles, funciones y más. No necesitas experiencia previa, solo una computadora y ganas de aprender. Al final, crearás tu propio proyecto aplicando todo lo que viste. ¡Es tu primer paso en el mundo de la programación!

Brenda

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Curso online de programación y robótica desde cero.
La programación y la robótica son lenguajes clave del siglo XXI: nos permiten entender, crear y controlar la tecnología que usamos cada día.
Aprende a programar con Python, C++, Matlab, Scratch y Tinkercad y crea proyectos reales con Arduino y ESP32. Clases prácticas, personalizadas y adaptadas a tu nivel. Ideal para jóvenes, adultos autodidactas o docentes que quieran introducirse en la tecnología de forma sencilla y aplicada.

Samuel

4.88

(84)

Soy Profesor y Tutor Expert con una triple diplomatura y más de 9 años de experiencia , enseño Programación Orientada a Objetos (Java, Python, C++, JavaScript, SQL, TypeScript, C, html, css ) Base de datos, HTML, CSS, IA, VBA, Ciencia de datos Excel y herramientas específicas, Big data.

Aprenderás haciendo un uso práctico personalizado en tus gustos y vida cotidiana. Técnicas de academia propia: 25% comprensión aplicativa 75% prácticas y ejercicios. Ejercicios para estudiar durante la semana.

La única forma de aprender programación es comprendiéndola y yo voy a ayudarte con eso .

Videollamada.

Monica

4.88

(84)

🐍 Programación en Python para Principiantes

¿Querés aprender a programar desde cero y no sabés por dónde empezar?
Este curso/apoyo de Programación en Python para principiantes está pensado para personas sin conocimientos previos, con explicaciones claras, paso a paso y acompañamiento constante.

🔹 Aprenderás:
- Qué es la programación y cómo piensa un programa
- Variables, tipos de datos y operadores
- Condicionales (if, else)
- Bucles (for, while)
- Funciones
- Resolución de problemas reales con Python
- Lectura y escritura de archivos (según nivel)

🔹 ¿Cómo trabajamos?
- Explicaciones simples y prácticas
- Ejercicios guiados y resueltos
- Actividades para practicar solo/a
- Acompañamiento y consultas personalizadas
- Ritmo adaptado a cada alumno/a

📌 Ideal para:
- Estudiantes secundarios o terciarios
- Adultos que quieren iniciarse en programación
- Personas que necesitan apoyo para materias de programación
- Quienes quieren dar sus primeros pasos en tecnología

📌 No necesitás experiencia previa, solo ganas de aprender.

Christiam

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Programacion desde cero en los lenguajes de programacion PYTHON, JAVASCRIPT Y JAVA sin requisitos previos de programacion, no necesitas saber programacion, solamente las ganas de eprender e introducirte al mundo de la programacion con los lenguajes mas utilizados en el mundo.