Python Programming for Data Science: From Beginners to Advanced

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.

Statistics provides a valuable framework for analysing data and formalising how to derive conclusions from it. It is based on a very mathematical fundament, but stretches out to out-of-the box methods available in every computer. For whom: - You have a School class in Statistics or R - You are writing a BSc/MSc Dissertation and you are lost: for example, you have a questionnaire and you need to analyse the data in there to write your thesis. - You have practicals or need Stats for work. You can learn: - If required, mathematical foundations, formulas and logic underlaying statistics - What is a p-value, what do all these words like factor analysis, normal distribution and test ACTUALLY MEAN and WHY do we need those? - How to import your dataset and analyse it with R.

Welcome to an exhilarating journey into the world of programming! 🌟 Python, one of the most powerful and beginner-friendly programming languages, is your perfect starting point. Whether you want to build software, create websites, or explore data science, Python’s intuitive syntax and versatile modules make it an essential tool for tech enthusiasts and professionals alike. In this lesson series, we’ll dive into the foundations of programming using Python, equipping you with the skills to solve real-world problems while sparking your curiosity and creativity. What’s in Store for You? Here’s the roadmap to your Python adventure: 1️⃣ What is Python? Why Python? Discover why Python is loved by beginners and pros alike. 2️⃣ Variables, Tokens, and Data Types Unravel the building blocks of Python—where all programs begin! 3️⃣ Conditional and Sequential Loops Learn how to make your code think, decide, and repeat! 4️⃣ Strings Master text manipulation and transform boring words into magic. 5️⃣ Lists Store, organize, and play with data in style. 6️⃣ Tuples Immutable data structures, the key to fixed yet flexible coding. 7️⃣ Dictionaries Become a data wizard by storing and accessing values like a pro. 8️⃣ Functional Programming Leverage the power of functions to write clean, reusable, and efficient code. 9️⃣ Modules and Libraries Unlock the treasure chest of Python’s built-in and third-party libraries. 🔟 File Handling and Error Management Learn how to create, read, and write files while handling mistakes gracefully. Why Learn to Code? In today’s tech-driven world, technology touches every part of our lives—often in ways we don’t even realize. Imagine being able to understand and create the very systems and tools we use every day. Learning Python is not just about coding; it’s about developing a problem-solving mindset, nurturing critical thinking, and empowering yourself to explore endless possibilities in technology. What Makes This Journey Special? Each session is designed to challenge you progressively, ensuring you grow with every step. From simple scripts to solving real-world problems, you’ll see yourself transform into a confident coder. 💡 Pro Tip: To truly excel, make it a habit to practice and revisit what you learn. Consistency is the secret sauce to mastering Python (or anything else in life)! Get ready to embark on this exciting adventure—because the tech world is waiting for someone like you to make an impact. Let’s code, create, and conquer! 🚀

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.

Do not deal with the manual with terms of reference statements and basic documents that cannot be obtained in order to avoid the MongoDB problem. Please include the connection to one of the MongoDB données base, comment on simple CRUD operations and sujets clés que l'agrégation, l'indexation, la mode des données et les Transaction. 1- Install MongoDB 2- Implement MongoDB 3- Use of documents and collectibles 4 - Leadership Committee 5- Execute CRUD commands (create, read, update, delete) avec mongo shell 6- Type the register in a MongoDB database 7- Reset the base to remonter specific documents depuis mongo shell. 8- Lagrégation 9- Indexing 10- Amending institutions and transactions

I hold two MSc degrees: the first in Mathematical Engineering from KU Leuven (Belgium) and the second in Industrial Engineering from Duth (Greece). I offer courses on a wide variety of subjects, for Univerisity or High-school students, ranging from applied math and artificial intelligence, up to physics, programming languages like python, C++ and Fortran. In my teaching approach, I rely heavily on visual aids such as videos and illustrations to ensure that students get a clear understanding of the various concepts, along with personalized exercises.

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 am an Ivy League educated tutor ready to help you learn computer science to achieve higher exam scores, gain admission to top universities and advance your career. I encourage students to explore topics they enjoy and strive to make each lesson entertaining. Learning should be fun, so my approach expands students' horizons, increasing their creativity so they realize their potential. Please click “Request a Booking” to book a lesson.

I am an Ivy League educated tutor ready to help you learn computer science to achieve higher exam scores, gain admission to top universities and advance your career. I encourage students to explore topics they enjoy and strive to make each lesson entertaining. Learning should be fun, so my approach expands students' horizons, increasing their creativity so they realize their potential. Please click “Request a Booking” to book a lesson.

I am an Ivy League educated tutor ready to help you learn computer science to achieve higher exam scores, gain admission to top universities or advance your career. I encourage students to explore topics they enjoy and strive to make each lesson entertaining. Learning should be fun, so my approach expands students' horizons, increasing their creativity so they realize their potential. Please click “Request a Booking” to book a lesson.

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With 7 years of experience as a developer in a Factory, I now develop Wordpress websites for large groups. In the training program, you will learn to: - Install, configure, and deploy WordPress sites - Develop custom Wordpress themes and plugins - Use powerful tools like ACF Pro, Gravity Forms, WPML, AIOS Security, WP rocket... - Create custom post types and tailor-made taxonomies - Develop pages using the right methods in HTML, CSS, Javascript & PHP - Administer and manage a site database - Contribute to the good natural referencing (SEO) of your site - Use WP-Cli to speed up the maintenance of your sites - Use Docker to containerize your local/prod projects and facilitate their management - Administer your WP sites the right way - And much more... For any questions, you can contact me by PM. See you soon, Matthew

After Completing Our Course: - High Earning Potential: Skilled programmers are in high demand, commanding competitive salaries across various industries. - Versatile Career Opportunities: Open doors to careers in software development, data science, web development, game design, and more. - Cutting-Edge Skills: Stay ahead in the fast-evolving tech landscape by mastering the most popular and widely used programming languages and frameworks. - Innovation and Creativity: Enhance your ability to create innovative solutions, develop new technologies, and contribute to exciting projects. - Problem-Solving Abilities: Strengthen your logical thinking and problem-solving skills, essential for tackling complex technical challenges. - Career Advancement: Stand out in the job market with a robust programming skill set, increasing your chances of career advancement and promotions. - Lifelong Learning: Cultivate a mindset of continuous improvement and lifelong learning, staying relevant and adaptable in your career. **Programming and Coding Lessons for All Ages** Unlock the world of coding with our comprehensive programming and coding lessons designed for both adults and kids. Whether you're a beginner or looking to enhance your skills, our courses cover a wide range of programming languages and technologies to suit your needs. **Course Offerings:** - **Python**: Learn the fundamentals of programming with one of the most versatile and popular languages. - **HTML & CSS**: Build and style your own websites from scratch. - **JavaScript**: Add interactivity to your web projects and enhance user experience. - **MySQL**: Master database management and SQL queries. - **Dart & Flutter**: Create beautiful, natively compiled applications for mobile, web, and desktop from a single codebase. - **C++**: Dive into the world of object-oriented programming and system-level coding. - **C#**: Develop robust applications with this powerful language used in a variety of industries. **Class Formats:** - **Offline Classes in Egypt**: Join us in person for hands-on learning and direct interaction with our experienced instructors. - **Online Classes**: Participate from anywhere in the world with our flexible online courses, designed to fit your schedule. **Who Can Join?** - **Adults**: Whether you're looking to start a new career, enhance your current skills, or simply explore a new hobby, our classes are perfect for you. - **Kids**: Our engaging and interactive lessons make learning to code fun and accessible for younger students. **Why Choose Us?** - **Experienced Instructors**: Learn from industry professionals with years of teaching and real-world experience. - **Comprehensive Curriculum**: Our courses are designed to provide a solid foundation and advanced knowledge in various programming languages. - **Flexible Learning Options**: Choose between offline and online classes to suit your lifestyle and learning preferences. Join us today and start your journey into the exciting world of programming and coding with the expert instructor Abdallah! ======================================== Comment: Looking to master programming and become a skilled developer? In this course, you will learn the basics and tools to manipulate coding and programming languages as well as using them to build machine learning models. We also provide assistance to students specializing in programming and database management using SQL Under special request, we provide courses on other programming languages. If you have any further questions, feel free to contact us. Coding is a powerful general-purpose programming methods. It is used in web development, data science, software prototyping, etc. Fortunately for beginners, Coding has a simple and easy to use syntax. This makes Python a great language for learning programming for beginners. In this course, you will learn the basics and tools for manipulating python as well as its use to build machine learning models. We also provide assistance to students specializing in python programming and database management using SQL If you have any further questions, please do not hesitate to contact us.