Geographic Information Systems (GIS) and geospatial analysis

Passionate about history, I am at your disposal for any help you would need to organize and study your EDM / geography / human sciences courses. Focusing on efficiency, I make sure that the study relies as much as possible on current events in order to make it alive and relevant. All seriously, but always in a good mood.

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.

Geography provides basics in understanding different subjects and I teach Geography using maps which I believe is useful in getting familiar with different areas in the world. This subject will confuse you if you don't understand the basics, but you will enjoy the subject if it is taught in a right way.

Master Python with Personalized Courses Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels. Why Choose My Courses? Personalized Teaching Approach: Each course is tailored to your skill level and individual goals. Practical Experience: Learn by doing with real-world projects that build your understanding and skills. Ongoing Support: Get unlimited email support for any questions you have between sessions. As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey. Book Your First Lesson: Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

Learn Python and understand algorithms and data structures with simple, clear lessons. We'll cover key topics like sorting, searching, and recursion, with hands-on practice to build your skills. Perfect for beginners or anyone looking to improve their coding and problem-solving!

Dive into the exciting world of coding with Python, the perfect programming language for beginners! This course is designed to help you start from scratch, with no prior programming experience required. You’ll learn Python’s basics, including its simple syntax, variables, and data types, in a friendly and easy-to-follow way. As you progress, you'll explore fundamental concepts like loops, conditionals, and basic data structures such as lists and dictionaries. The course focuses on hands-on learning, with practical exercises and fun projects to ensure you build real programming skills. You'll also discover how to write reusable code with functions and gain an understanding of how Python can be applied to solve everyday problems. By the end of this course, you'll be able to write your own Python programs, understand core programming concepts, and feel confident exploring more advanced topics in the future. Whether you want to enhance your career prospects or simply try something new, this course is the perfect place to begin your programming journey.

Découvrez la puissance de Python avec un formateur expérimenté en informatique ! Je suis Hamza, un développeur passionné et mentor chevronné avec une vaste expérience dans l'enseignement de la programmation. Mon approche pédagogique unique vous permettra d'acquérir rapidement des compétences solides en Python, tout en découvrant ses applications concrètes dans le monde professionnel. Ce que vous apprendrez : Fondamentaux de Python (variables, structures de contrôle, fonctions) Programmation orientée objet avancée Analyse et visualisation de données avec pandas et matplotlib Développement d'interfaces graphiques avec PyQt Projets pratiques inspirés de cas réels en entreprise Pourquoi me choisir ? Plus de 5 ans d'expérience en formation et mentorat Méthode pédagogique adaptée à tous les niveaux Approche hands-on basée sur des projets concrets Passion contagieuse pour le code et l'innovation technologique Que vous soyez débutant cherchant à vous lancer dans la programmation ou professionnel souhaitant monter en compétences, ce cours vous ouvrira de nouvelles perspectives passionnantes dans le monde du développement logiciel et de la data science. Rejoignez-moi pour un voyage captivant au cœur du langage de programmation le plus polyvalent et demandé du marché ! Réservez maintenant et faites le premier pas vers la maîtrise de Python. Votre carrière en tant que développeur Python commence ici !

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.

I am currently working as an online teacher 🧑‍🏫 and course content developer in Python, SQL and a wide range of Machine/Deep Learning topics 🧑‍💻. My experience enables me to offer lessons ranging from beginner to advanced levels. I can tailor the classes to your specific needs and schedule, providing a well-structured learning path 🚀. What do you get from me? 👉 Learn at your own pace without any pressure 👉 Well-documented tutorials What topics do I usually cover at the beginning for people without Python/SQL experience? ✔️ Understanding the basic concepts (variables & types) --> Python/SQL ✔️ Math & Statistics (explained easily) --> Python ✔️ Data Manipulation (tables, dataframes, joins,...) --> Python/SQL What topics do I cover for people with Python/SQL experience? ✅ Classic libraries: Pandas, Numpy, Scikit-learn, Tensorflow, Pytorch ✅ Data Analytics/Visualization: Plotly, Seaborn, Matplotlib ✅ Domains: Regression, Classification, NLP, LLM, Computer Vision, Generative AI, Time Series, Neural Networks, Ensemble Methods ✅ MLOps: MLflow, Prefect, Mage, GCP, AWS Whether you are new to the field, seeking to enhance your skills, or require assistance with a work/school project, feel free to reach out to me!😉

A graduate of EPFL in robotics, mathematics and physics are the foundations of my training. Over the years, I have had the chance to assist many students as a personalized tutor (CVAJ), science popularization workshop facilitator (SPS, EPFL), or as a course assistant (robotics course at EPFL). I assist on: - Mathematics, including the fundamentals up to analysis, trigonometry, algebra... - Physics, particularly mechanical physics. - Computer science, with python courses.

Passionate about programming, we offer Python support courses adapted to all levels, from beginner to advanced. These courses are aimed at students in preparatory classes for grandes écoles (CPGE) as well as anyone wishing to acquire solid programming skills. The lessons cover the essential foundations of Python with a clear and accessible teaching approach. Whether you are new to programming or want to deepen your knowledge, you will benefit from structured and progressive teaching. With a focus on concrete concepts and practical examples, these courses aim to strengthen your skills in a tangible way. You will be guided through the nuances of Python, gaining a deep understanding that will benefit you both in your studies and in your future career. Join us to explore the fundamentals of Python programming and progress to more advanced levels. Together, we will build a solid foundation and develop the skills needed to succeed in the dynamic world of computer programming.

Hello everyone, Hello everyone, My name is Rayen, I am an engineer. I give courses in Geomatics, more precisely Geographic Information System (GIS), online cartography (WebMapping), I supervise you in the kinds of project which consists in designing a webmapping application. If you need anything please don't hesitate to contact me. Regards, Rayen

By delving deep into the practical applications of statistics and data science, this course is designed to set you up for success. Learn from real-world examples: Instead of spending hours on theoretical material and trying to relate it to practical issues, we will focus solely on applied statistics. Programming will allow you to apply theory to real-world problems, equipping you with the knowledge and skills you need to succeed. We won’t be spending hours solving math problems by hand for reinforcement, as this isn’t school. Instead, we’ll use cutting-edge methods and code libraries that leverage the latest software releases to maximize productivity and efficiency. If you have any further questions, please do not hesitate to contact us.

Python is universally recognized as one of the most suitable, if not the best, languages for programming beginners. It also occupies a prominent place in various innovative fields such as machine learning and artificial intelligence, making it one of the most widely used languages today. With Python's growing popularity comes constant evolution. Featuring a plethora of free tools and libraries, it offers exceptional flexibility and diversity for developing IT projects. As a software engineer with a passion for sharing knowledge, I have found true satisfaction in teaching and motivating others. My varied experience with learners of all ages and levels has allowed me to gain valuable expertise. I believe in the importance of personalizing lessons for ease of understanding, using visualizations to track progress, setting clear goals and encouraging regular practice. However, I recognize that there are no hard and fast rules or universal method that will work for all students. Each individual is unique, and my goal in private lessons is to adapt to the specific needs of each learner. I am committed to discovering what motivates and helps my student, providing personalized support. My method is flexible, aiming to create a stimulating learning environment adapted to everyone. By opting for my courses, you will benefit from teaching focused on Python, a powerful and widely used language. You will have access to my passion for teaching as well as an individualized approach that highlights your strengths and meets your specific needs. Do not hesitate to contact me to deepen the discussion and begin this exciting adventure in the world of Python and programming.

To pass the History / Geography test, it is necessary to master the methodology and the knowledge required and it is for these purposes that private lessons are offered by a highly qualified teacher, very pedagogue and with a long experience in the field. teaching of the French system and also in the Tunisian system. Courses are offered at ALL LEVELS from college to Bac + university. With: * revision, summaries * consolidation of knowledge * work methodology and exercises * practice exams and tests In general, I create a positive atmosphere by transforming the classical course into a milestone story by its facts and dates and I adapt to your needs by offering you exercises and personalized courses to help you progress and help you build your career. own methodology. At Manar2