Data science using python as a programming language

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! 🚀

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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!😉

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