Foundational Skills For Data Science (Solve programming tasks with R language)

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.

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.

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.

This class offers a comprehensive, engaging learning experience in both math and Python programming, tailored for students from primary to high school. Through interactive lessons, students will build a solid foundation in math, covering topics such as arithmetic, fundamental of math for primary schools Basic Arithmetic (Addition, Subtraction, Multiplication, Division) Number Sense and Place Value Introduction to Fractions and Decimals Geometry Basics (Shapes, Perimeter, Area), and for Middle schools Fractions, Decimals, and Percentages Ratios and Proportions Basic Algebra (Equations, Expressions). In parallel, students who gets IT lessons fron me will explore the world of programming with Python, starting from basic syntax and progressing to real-world applications, including data analysis, some tasks to perform the tasks

Curious about coding and need some extra help with math? This class is ideal for school students who want to learn programming or those already interested in tech but looking for additional support. Python is an excellent first language—it’s simple, intuitive, and connects well with math concepts, making it perfect for beginners. Why Choose This Class? -Engaging Python Lessons: We’ll explore essential Python concepts through hands-on projects, helping you understand coding fundamentals in a fun and accessible way. -Fun Math Support: Math can be challenging, but I’ll teach it in a way that makes it enjoyable and practical! From interactive exercises to real-life examples, I’ll help you build strong math skills that also reinforce your coding knowledge. Together, we’ll turn math into a tool for creativity and problem-solving. Whether you're new to coding or just need a boost in math, this class will set you up for success in tech and academics alike. Join me to build confidence in both Python and math!

Ideal for beginners to build a foundation in algorithms and coding logic. - Computer Science Fundamentals: Basics of algorithmic concepts and data structures. - Programming Basics: Connecting algorithms to coding practices. - Problem Solving: Applying algorithms to real-world scenarios for analytical skills. - Practicing programming languages including C, Python, and Java.

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.

I am a graduate in data science with R programming skills. I am able to help the students with assignments, and analysis with their master thesis. My approach is very student-oriented and I explain the subjects in a detailed way so that the students understand the main idea.

Proposed areas: - C language - C ++ language - Merise - Databases and SQL - Visual Basic - Photoshop - Illustrator - Computer networks -Windows Server - Algorithms - Applied math - Linux - Git and GitHub - Access VBA -ExcelVBA - HTML -WordPress -SPIP - Moodle - Computer troubleshooting - WooCommerce - Website design - Computer literacy

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.

In this class, kids will learn the fundamentals of programming and computer science in a fun and engaging way, and discover how these hard and soft skills can be used in their personal and future professional lives. Through interactive lessons and hands-on projects, kids will explore the world of code and create their own digital creations. Throughout the course, they will: Learn the basic concepts and terminology of programming Experiment with different programming languages and platforms Create simple programs and apps using code Collaborate with peers and share their creations Develop problem-solving skills, logical thinking, and other valuable skills that will be useful in any field By the end of the class, your children will have the knowledge and confidence to continue exploring the exciting world of programming and computer science and will understand how code can be a powerful tool for achieving success in any field. They'll be able to choose the job they want in the future or even build their own company. So, join us and code your way to success!

Python is a very powerful and multi purpose tool. Image analysis, data analysis. Do you want to create your own software? Do you want to manage your own hardware? For who may want to learn Python or need help for a project I would gladly help you with that!

### Course Description: Prompt Engineering using Python and LLMs Unlock the power of Large Language Models (LLMs) with our beginner-friendly course, "Prompt Engineering using Python and LLMs." This course is designed to introduce you to the fundamentals of prompt engineering, equipping you with the skills needed to craft effective prompts and leverage the capabilities of LLMs for various applications. #### Course Objectives: - **Introduction to Prompt Engineering:** Understand the basics of prompt engineering and its significance in utilizing LLMs. - **Python for Prompt Engineering:** Learn essential Python programming skills tailored for prompt engineering tasks. - **Harnessing LLMs:** Discover how to use LLMs to generate, manipulate, and analyze text based on your crafted prompts. - **Practical Applications:** Apply your knowledge through hands-on projects and real-world scenarios to build practical solutions. #### Course Outline: 1. **Introduction to Prompt Engineering:** - What is prompt engineering? - Importance and applications of prompt engineering - Overview of Large Language Models (LLMs) and their capabilities 2. **Python Essentials for Prompt Engineering:** - Basic Python programming concepts - Key Python libraries for text processing - Setting up your development environment 3. **Crafting Effective Prompts:** - Understanding prompt structure and components - Techniques for creating clear and concise prompts - Examples of effective prompts for various tasks 4. **Interacting with LLMs:** - Introduction to popular LLMs (eg, GPT-3, GPT-4) - Using APIs to interact with LLMs - Generating text responses based on your prompts 5. **Advanced Prompt Techniques:** - Handling complex queries and multi-step instructions - Refining prompts for improved accuracy and relevance - Using prompts for different applications (eg, content generation, data analysis) 6. **Practical Projects:** - Building a text generation application - Creating a chatbot using prompt engineering techniques - Developing a data extraction tool using LLMs 7. **Ethical Considerations and Best Practices:** - Ensuring ethical use of LLMs and prompt engineering - Best practices for responsible AI development - Avoiding common pitfalls and challenges 8. **Future Directions and Further Learning:** - Exploring advanced topics in prompt engineering - Keeping up with the latest advancements in LLMs - Resources for continued learning and development #### Who Should Enroll: - Beginners with no prior experience in prompt engineering or LLMs - Individuals interested in learning Python programming - Aspiring AI enthusiasts looking to explore the potential of LLMs #### Prerequisites: - Basic computer literacy and familiarity with high school-level mathematics - No prior programming or AI experience required #### Race Outcomes: By the end of this course, you will be able to: - Understand the fundamentals of prompt engineering - Write and execute Python code for prompt engineering tasks - Create effective prompts to interact with LLMs - Develop practical applications using LLMs - Apply ethical considerations and best practices in your work Join us in "Prompt Engineering using Python and LLMs" to embark on your journey into the world of AI and prompt engineering. Gain the skills and confidence needed to create impactful solutions and unlock the full potential of Large Language Models.