Python Data Science Basic Concepts

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.

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.

Doctor of Applied Mathematics with more than 10 years of international experience in Paris, Moscow (Russia), and Tunisia. I have strong experience in mathematics and programming with various languages, including Python, Matlab, Scilab, and C/C++.

Start with the fundamentals like variables, loops, and conditionals, and progress to more advanced concepts including manipulating files, images, and using Python libraries like Numpy, Scipy, Pandas, and Matplotlib. Also explore the fundamentals of object-oriented programming. Why choose this Course? By opting for these courses, you will have the opportunity to consolidate your knowledge through practical exercises and concrete mini-projects which will strengthen your Python skills. Each session will be interactive, allowing you to ask questions and receive constructive feedback on your code. You will be able to benefit from personalized support. Lessons are tailored to your level, whether you're looking to pursue a career in programming or just want to learn for fun. Sessions are tailored to your goals, and ongoing support is provided to overcome any challenges you may encounter.

This course is designed to teach you everything from the basics of the language to more advanced concepts, allowing you to develop skills in programming, automation, data analysis, web development, and more. Python is one of the most popular and versatile programming languages in the world, used by companies like Google, Facebook, and NASA. Its clear and simple syntax makes it a great choice for beginners and experienced programmers alike. Throughout the course, you will learn: ✅ Python basics (variables, data structures, flow control) ✅ Object-oriented programming (OOP) ✅ File and database manipulation ✅ Use of popular libraries such as NumPy and Pandas It doesn't matter if you've never programmed before or if you already have experience with other languages. This course will guide you step by step to master Python and be able to apply it in the real world! Ready to get started? 🚀

Unlock the exciting world of coding with this beginner-friendly course designed specifically for young learners! 🚀 In this interactive class, children will explore the fundamentals of programming through engaging hands-on projects. We'll start with Scratch, a fun visual coding platform that builds problem-solving and logical thinking skills. Then, we'll dive into Python, one of the most popular coding languages, where kids will learn to create simple programs and games. Finally, we’ll introduce them to Artificial Intelligence (AI) concepts in an easy and exciting way! By the end of this course, students will: ✅ Build fun projects with Scratch 🎮 ✅ Write real code using Python 🐍 ✅ Understand basic AI concepts 🤖 ✅ Develop problem-solving & logical thinking skills This course is perfect for kids who love technology and want to start their journey into programming in a creative and enjoyable way!

Learning technical subjects will greatly contribute to enhancing your mental abilities and raising your level of scientific competence, whether you are learning them at school or university. In addition, by understanding technical subjects well, you will be able to keep up with the modernity of the future and become one of the components of the digital world and makers of technical solutions.

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.

I give private lessons in math. ONLINE. I use bitpaper.io for the interactive whiteboard, Skype for communication and a tablet for interaction. Experience with students from high schools, universities, engineering schools, preparatory classes, etc. From bac – 3 to bac + 3

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.

What You Will Learn: 1. Core Principles: Get started with programming by understanding essential concepts like algorithms and data structures, building a strong foundation for future learning. 2. Advanced Libraries and Frameworks: Explore powerful tools like NumPy, Pandas, and Django to develop web applications and perform efficient data analysis. 3. Practical Projects: Work on real-world applications that help reinforce your skills and create an impressive portfolio. How You Will Benefit: 1. Students: Acquire the skills needed to excel in academic projects while setting the stage for a successful career. 2. Self-Taught Learners: Avoid common pitfalls and accelerate learning with clear, hands-on guidance. 3. Professionals: Expand your expertise to meet industry demands and unlock new career opportunities. Why Choose My Courses? 1. Personalized Approach: Each course is tailored to your skill level and learning pace, ensuring you receive the right guidance and support. 2. Theory and Practice: Combine theoretical knowledge with hands-on exercises for a well-rounded and lasting understanding. 3. Solving Real-World Problems: Learn how to tackle common programming challenges, from debugging to performance optimization, equipping you with practical problem-solving skills.

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.

Artificial Intelligence is a powerful technology that is reshaping industries worldwide. As an AI enthusiast, you'll need to navigate through its many concepts and techniques to build intelligent systems effectively. I've designed this course as a practical guide to AI, specifically created for beginners who want to understand and apply AI from the ground up. You'll learn the fundamentals of machine learning, neural networks, and data processing. Step by step, we’ll explore key concepts like training models, working with datasets, and implementing AI in real-world applications. Through hands-on projects and practical exercises, you'll not only grasp the basics but also gain the confidence to build and experiment with your own AI models. By the end of this course, you’ll have a strong foundation in AI and be able to start exploring more advanced topics, unlocking the full potential of artificial intelligence.

This course is designed for beginners who want to get started with programming in Python, one of the most popular and accessible languages today. No previous experience is necessary. In one session, students will learn the basics of programming and will be able to create their first Python applications. With clear explanations, practical exercises, and real-world examples, this course is an ideal gateway to exploring computer science and coding. Online Course: Introduction to Python - Programming Basics and Simple Applications Duration : - 60 minutes: intensive format to learn fundamental concepts. - 90 minutes: In-depth format with more time for practical examples and interactive questions. --- Educational objectives At the end of the course, participants will be able to: 1. Understand the basics of programming, including the concepts of variables, data types, conditional structures, and loops. 2. Write and run simple Python scripts. 3. Manipulate inputs and outputs to interact with the user. 4. Solve practical problems with short, functional programs. --- Course syllabus 1. Introduction (10-15 min) - Presentation of Python: Why this language? - Installation and configuration of a programming environment (IDLE, Visual Studio Code, or Jupyter Notebook). - First program: *"Hello, World!"*. 2. Python Basics (20-30 min) - Variables and data types (integers, strings, lists). - Mathematical operations and data manipulation. - Conditional structures (if/else) and loops (for/while). 3. Practical exercises (20-35 min) - Write a program to calculate the sum of two numbers provided by the user. - Create a simple application, like a currency converter or password generator. - Bonus for 90 min format: Fixed a more complex issue involving lists or loops. 4. Q&A and conclusion (5-10 min) - Summary of the concepts covered. - Suggestions for resources to continue learning. - Feedback on the course. --- Teaching methodology - Interactive and engaging: the course combines theoretical explanations with practical exercises. - Personalized approach: Sessions are tailored to the needs of participants. Students are encouraged to ask questions at any time. - Learning by doing: examples and exercises are designed to help you assimilate concepts quickly. --- Target audience This course is ideal for: - Complete beginners in programming. - Students or professionals wishing to acquire skills in Python for their personal or professional projects. - Anyone curious to discover a powerful and versatile tool for solving problems. --- Benefits of this online course - Teaching by an experienced and passionate trainer. - Interactive sessions adapted to your learning pace. - Access to educational materials and exercises to continue practicing after the course. Join us now to discover programming and its applications using Python! ---

Mathematics: I am a skilled mathematics teacher with strong academic qualifications. Additionally, I can help your ward to learn Python Programming Language which could help to bridge the gap between industry and academics from a very young age. UG Degree & Grade: 93/07% in B.Sc. (Hons) Mathematics from the University of Delhi PG Degree & Grade: Distinction in MSc in Data Science from The London School of Economics and Political Science