Practical introduction to PYTHON programming and Artificial Intelligence: Theory and applications

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.

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Native Android development allows you to harness the full power of the platform, creating applications that are not only performant but also provide a seamless user experience. By leveraging the rich ecosystem of tools and libraries, you can build apps that truly resonate with users, ensuring they are fast, responsive, and deeply integrated with the Android operating system. In this class we learn about topics like: 1. Introduction to Android. 2. Introduction to "Android Studio" IDE. 3. Different files in Android Studio. 4. Create your first "Hello World" Android Application". And Unlock the world of mobile technology by diving into native Android application development. This comprehensive course is designed for aspiring developers eager to learn how to create robust, high-performance applications using Kotlin and Java. Participants will gain hands-on experience with Android Studio, explore the Android SDK, and understand the intricacies of user interface design, data management, and network operations. Throughout the course, you will engage in practical projects that mimic real-world scenarios, enhancing your problem-solving skills and preparing you for a career in mobile development. By the end of this journey, you'll be equipped with the tools and knowledge to build innovative applications that meet the needs of users and stand out in the competitive app marketplace.

In this class, you’ll embark on an exciting journey into the world of programming with Python. You’ll start by writing your very first Python program, gaining hands-on experience from the get-go. As you progress, you’ll delve into the core fundamentals of Python, including variables, data types, control structures, functions, and modules.

Join me for this exciting lesson as we explore the world of LaTeX, the perfect tool for creating professional, high-quality documents. We’ll start by learning how to install Latex on your computer, then we’ll get into the basics, like coding and formatting, and how LaTeX can make it easier for you to write organized, publishing-friendly articles and research papers. During the session, I’ll show you how to use different packages, how to insert mathematical equations, and how to design advanced charts and tables. The lesson will be presented in clear detail, with practical examples, so you can easily follow along. Don’t miss the opportunity to develop your academic writing skills and improve the quality of your work by learning LaTeX in an interactive and supportive environment.

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I hold a PhD in Mathematical Physics (Theoretical Physics), and I specialize in providing educational support lessons in physics and mathematics. I provide my services to high school and university students, and I have the ability to teach in French, Arabic, and English. Thanks to my eight years of experience in providing private lessons, I have developed a flexible teaching methodology that adapts to the needs of each individual student. With my experience of more than six years as a professor within the French Mission Program, I have mastered the requirements of this educational system and its special methods. My experience in the field of entrance examinations for graduate schools constitutes an additional advantage for students wishing to continue their studies in prestigious educational institutions. My passion for physics and mathematics and my strong academic background enable me to explain complex concepts in a clear and understandable way. My goal is to develop students' understanding academically and build their self-confidence, helping them reach their full potential. I am committed to providing high-quality education, tailored to each student's pace and learning styles, and I strongly believe that every student can excel with the right guidance and support.

What You Will Learn: Core Principles: Introduction to programming, algorithms, and data structures to build a strong foundation. Advanced Libraries and Frameworks: NumPy, Pandas, and Django to create web applications and perform efficient data analysis. Practical Projects: Real-world applications to strengthen your skills and build an impressive portfolio. How You Will Benefit: Students: Gain the necessary skills to excel in academic projects and lay the groundwork for your career. Self-Taught Learners: Avoid common mistakes and fast-track your progress with clear, hands-on guidance. Professionals: Enhance your skill set to meet industry demands and open up new career opportunities. Why Choose My Courses?: Personalized Approach: Each course is customized to your level and learning pace, ensuring tailored guidance and support. Theory and Practice: You’ll combine theoretical concepts with hands-on exercises for a comprehensive and lasting understanding. Solving Real-World Problems: Learn how to tackle the common challenges faced in programming, from debugging to performance optimization.

Would you be interested in learning how to use Artificial Intelligence in your daily life? In my AI classes for kids, you will learn how to use this advanced technology in a practical and fun way! During our sessions, we'll explore different ways AI can improve our everyday lives, from shopping online to playing video games. In addition, you will learn to code and create your own AI applications. My classes are suitable for children from 8 years old and are held online via video calls. No previous programming experience is required! If you are interested in learning about AI and how to use it in your life, feel free to contact me! I'm looking forward to teaching you everything I know about this amazing technology.

Welcome to "Machine Learning with Python and PyTorch: Practical Hands-on Training," a beginner-friendly course designed to introduce you to the exciting world of machine learning using two of the most popular tools in the industry: Python and PyTorch. This course focuses on practical, hands-on learning, ensuring you gain the skills needed to start building your own machine learning models. #### Course Objectives: - **Introduction to Machine Learning:** Understand the basic concepts and principles of machine learning. - **Python Programming for Machine Learning:** Learn Python programming essentials tailored for machine learning applications. - **PyTorch Fundamentals:** Get acquainted with PyTorch, a powerful and flexible deep learning framework. - **Practical Experience:** Gain hands-on experience by working on real-world projects and exercises. - **Model Building and Evaluation:** Learn to build, train, and evaluate various machine learning models. #### Course Outline: 1. **Introduction to Machine Learning:** - What is machine learning? - Types of machine learning: supervised, unsupervised, and reinforcement learning - Applications of machine learning in different industries 2. **Python Programming Essentials:** - Introduction to Python programming - Data structures and libraries (NumPy, Pandas) - Basic data manipulation and visualization (Matplotlib, Seaborn) 3. **Getting Started with PyTorch:** - Introduction to PyTorch and its ecosystem - Setting up your environment and installation - Understanding tensors and basic tensor operations 4. **Building Your First Machine Learning Model:** - Data preprocessing and preparation - Splitting data into training and testing sets - Building a simple linear regression model with PyTorch 5. **Training and Evaluating Models:** - Understanding the training process - Loss functions and optimization algorithms - Evaluating model performance using metrics 6. **Advanced Models and Techniques:** - Introduction to neural networks - Building and training a neural network with PyTorch - Exploring convolutional neural networks (CNNs) for image classification 7. **Practical Projects and Applications:** - Hands-on projects to reinforce learning - Real-world applications and case studies - Tips and best practices for successful machine learning projects 8. **Next Steps in Your Machine Learning Journey:** - Exploring further learning resources - Joining machine learning communities and forums - Preparing for advanced topics and courses #### Who Should Enroll: - Beginners with no prior experience in machine learning - Individuals interested in learning Python programming - Aspiring data scientists and machine learning enthusiasts #### Prerequisites: - Basic computer literacy and familiarity with high school-level mathematics - No prior programming or machine learning experience required #### Course Outcomes: By the end of this course, you will be able to: - Understand the fundamental concepts of machine learning - Write and execute Python code for machine learning tasks - Use PyTorch to build, train, and evaluate machine learning models - Apply your knowledge to real-world problems and projects - Take the next steps in advancing your machine learning skills Join us in "Machine Learning with Python and PyTorch: Practical Hands-on Training" to embark on your journey into the fascinating world of machine learning. Gain the skills and confidence needed to build and deploy your own models, and start making an impact with machine learning today.

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!😉

I offer Microsoft Word, Microsoft Excel, Microsoft PowerPoint, Microsoft Office sessions Word is a word processing software developed by Microsoft. It is used to create documents, letters, reports, presentations... Excel is a spreadsheet software from the Microsoft Office suite developed and distributed by the publisher Microsoft. It is used to create spreadsheets, tables, graphs, etc. Powerpoint is a presentation software developed by Microsoft. It is part of the Microsoft Office suite. It is used to create presentations, slide shows... I am waiting for your message.

Virtual reality is going to be used widely in the years to come. In training, remote working, socializing, discovering. It is not meant to replace reality, but offer experiences in a safe and easy environment to spark curiosity. In this class I'll teach children need what is and how to use Virtual reality, Augmented Reality and discover the potential these technologies have to offer.

Master student and holder of a bachelor's degree in mathematics, offers individualized pedagogy, assistance in the preparation of questions or exams through motivations and learning techniques to which students and learners are very receptive. My goal is to make the student progress without overloading him, to allow him to assimilate the content of his lessons and to master the different techniques of solving his exercises. I periodically provide progress reports.

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.