Data science using python as a programming 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.

Python is a versatile and beginner-friendly programming language widely used in data analysis, web development, machine learning, and automation. This course is designed for anyone who wants to start their coding journey or improve their Python skills. In this class, you'll learn Python fundamentals, including variables, loops, and functions, and gradually progress to more advanced topics like object-oriented programming, working with APIs, and handling real-world datasets. With a focus on hands-on practice, you'll complete projects that solidify your understanding and help you build a portfolio. Whether you're preparing for a career in tech, automating tasks, or diving into data science, this course provides a structured and engaging way to master Python. Let's code your way to success!

A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium. Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided. In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes. For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels. Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.

As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material! We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition. The sessions generally take place according to the following stages: 1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps. 2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises. 3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach. 4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively. 5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course. I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach. In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum. If you have any questions, do not hesitate to contact me. I will be happy to help 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 student in data science and very passionate about Math, Statistics. I can help students and pupils with current assignments, to prepare for class exams, tests. I am aware of the “struggle” students have with math and statistics subjects, and my tutoring methods make them to be passionate about seemingly complex subjects. I help them to understand the subjects in very practical ways and I am very student oriented. I am available on weekends and late evenings on weekdays.

I am a Doctor of Psychology and researcher. Since October 2016 I have been successfully tutoring many B.A. and M.A. and Ph.D. level students and professionals who required help with Psychology (AS, A-level, and Degree level), Data analysis, SPSS, jamovi, JASP, R, Statistics, Research Methods, or were looking for assistance with their research projects/ theses/ dissertations. I am specialised in Clinical Psychology (reading disability/ dyslexia), although I have good knowledge in other fields of psychology, as well as research methodology and data analysis (expert in SPSS). I would love to help students with the knowledge I have in individual live one-to-one sessions online via Skype/Zoom. I can also recommend literature on a particular subject and send something I already have in my database.

Are you looking for help with mathematics? To prepare for an exam, accomplish a coursework, a bachelor's or master's thesis? I studied mathematics and physics (PhD) and have been teaching for 10 years. I have already helped more than 150 students succeed. I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level. I would be happy to help you write extensive papers. I am an affable character and am completely committed to one goal: the success of the student.

Are you looking to improve your math skills with personalized guidance? Join my private tutoring sessions designed to help students excel in mathematics. .................................................................................................... About Me: With a Master's degree in Mathematics and Applications and 4 years of PhD experience, I bring a deep understanding of mathematics and a passion for helping students succeed. I have 7 years of teaching experience and am fluent in English and Arabic. .................................................................................................... What I Offer: 1- Customized lessons tailored to each student’s needs and learning pace. 2- Clear explanations of complex mathematical concepts. 3- Assistance with homework, test preparation, and skill development. 4- Flexible scheduling to accommodate your availability. 5- Support for students at all levels, from elementary to university. .................................................................................................... Why Choose My Tutoring Services: Proven track record of helping students achieve higher grades and improved confidence in math. Advanced academic background in mathematics, ensuring high-quality instruction. Commitment to creating a positive and encouraging learning experience. Join my tutoring classes and take the first step towards mastering mathematics. Whether you need help with specific topics or overall improvement, I support your academic journey. .................................................................................................... Feel free to reach out for more information or to schedule your first session. I look forward to helping you achieve your math goals!

Third-year Mathematics student at University of Cambridge. I have been tutoring Maths for more than 3 years now at a variety of levels and have always received exceptional feedback. The way I structure my sessions is to start with a recap of the previous session and spend some time resolving any problems the student has faced when tackling questions between sessions. I then like to spend the remainder of the class tackling a mixture of problems from past papers. This keeps the sessions varied and also helps the student to develop good exam technique which can often make all the difference. For students applying to study Maths at university, I can also assist with mock interviews and personal statement advice.

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!😉

Experienced statistics and econometrics tutor for foreign students in Istanbul. I have a PhD in economics from Georgetown University and I have a BA in economics from Bogazici University. Over the past 10 years I have worked as an Associate Professor of Economics and Finance in various universities and I tutored university students in various statistics, probability and econometrics courses. I have students from various universities in US and UK including American University, George Washington University, Nottingham University, King's College London, University of Bath, Northwestern University, University of Royal Holloway etc. Please contact me if you need help in any of your statistics and econometrics courses.

Benefits After Completing Our Course: - Enhanced Problem-Solving Skills: Develop critical thinking and analytical skills, essential for high-demand careers such as data analysis, finance, engineering, and technology. - Higher Earning Potential: Mastering Maths and Statistics can significantly boost your earning potential, as these skills are highly valued and sought after in the job market. - Versatile Career Opportunities: Open doors to a wide range of career paths in sectors like business, economics, healthcare, and education, where analytical skills are paramount. - Real-World Applications: Apply mathematical and statistical concepts to professional settings, improving decision-making and strategic planning capabilities. - Academic Excellence: Achieve higher grades and a deeper understanding of maths and statistics, giving you an edge in academic and professional pursuits. - Confidence in Numeracy: Build a solid foundation in maths, enhancing your ability to excel in interviews and on the job. ### Course Description: Maths and Statistics Lessons for All Stages and Syllabus #### Overview Our Maths and Statistics lessons are designed for learners of all ages and stages, from children to adults. We use fun and interesting methodologies to make learning engaging and effective. Whether you are a beginner or looking to advance your skills, our course covers a wide range of topics tailored to your needs. Lessons are available both online and offline in Egypt, providing flexible learning options. #### Course Objectives - **Mathematical Foundations**: Build a strong foundation in basic mathematical concepts. - **Advanced Mathematics**: Explore advanced topics in algebra, calculus, and more. - **Statistics**: Understand and apply statistical methods and concepts. - **Fun and Engaging Learning**: Use interactive and enjoyable methods to make learning math and statistics exciting. #### Key Topics 1. **Basic Mathematics** - Arithmetic operations - Fractions, decimals, and percentages - Basic geometry and measurement 2. **Intermediate Mathematics** - Algebraic expressions and equations - Functions and graphs - Probability and combinatorics 3. **Advanced Mathematics** - Calculus (differentiation and integration) - Linear algebra - Advanced geometry and trigonometry 4. **Statistics** - Data collection and organization - Measures of central tendency (mean, median, mode) - Probability distributions and statistical inference 5. **Fun and Interesting Methodologies** - Interactive games and puzzles - Real-world applications and projects - Group activities and collaborative learning #### Learning Outcomes By the end of this course, participants will be able to: - Solve mathematical problems with confidence. - Apply statistical methods to analyze data. - Understand and use advanced mathematical concepts. - Enjoy learning math and statistics through engaging activities. #### Delivery Method - **Online**: Accessible from anywhere, providing flexibility for remote learners. - **Offline**: In-person classes available in Egypt, offering hands-on experience and direct interaction with instructors. #### Target Audience This course is ideal for: - Children and adults at any stage of their mathematical education. - Students preparing for exams or needing extra support in math and statistics. - Individuals looking to improve their math skills for personal or professional development. #### Prerequisites - No prior knowledge is required for beginners. - For advanced levels, a basic understanding of math and statistics is recommended. Ready to make math and statistics fun and engaging? Enroll now and start your journey towards mastering these essential skills with the expert instructor! ====================== Comment: An experienced teacher at your disposal for: - Methodology adapted to all levels. - Upgrading. - Consolidation of achievements. - Preparation for an examination / competition - Help with homework and lessons. - Complementary exercises and review as controls and exams approach. - Advice and supervision at the level of working methods. - Recommended teaching methods. At the level of my teaching methods, I use those that are advised pedagogically, I always try to explain and detail as much as possible the courses and I do not pass to the following stages until after making sure that the student understood what I explained. As a teacher, I already have good experience teaching with students for 7 years. What is certain is that I always make sure to go as far as possible to explain the exercises. Teaching is a telent. Teaching is my passion. I enjoy helping the student to reach their goals and get the highest degree. I like when i get a good result with students. The lecture is not only education, it is also fun. I use the most modern techniques.