Data Analytics and Machine Learning online class (english and/or french)

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.

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.

Ich unterrichte seit über 20 Jahren bundesweit online - weltweit oder vor Ort in Düsseldorf, und in München. Der Unterricht ist folgendermaßen aufgebaut: In der ersten Stunde verschaffe ich mir einen Überblick über den Kenntnisstand des Schülers bzw. der Schülerin und bearbeite die Aufgaben des Unterrichts. Ab der zweiten Stunde erledigen wir die Hausaufgaben aus dem Unterricht und bearbeiten vergleichbare Aufgaben aus den Büchern und Aufgabensammlungen anderer Verlage. Häufig verwenden Lehrer einfach die gleichen Aufgaben aus anderen Büchern oder Arbeitsheften sowie Klassenarbeitstrainer. Zum Schluss besprechen wir bereits vorgerechnete Klassenarbeiten aus derselben oder anderen Schulen. Hierbei ist es sinnvoll, diese im Anschluss selbständig zu rechnen und mit meinen Lösungen zu vergleichen.

As a first grade mathematics teacher who graduated from the teachers' college and taught for 13 years in public high schools, I offer mathematics tutoring courses at home for: College or high school students of levels T and Common Core Sciences, TC Technological, 1st Bac Experimental Sciences and terminal of all sectors (SVT-PC-SC.Math-L) The 2nd and 1st general classes Terminale specialty of the French system The 5th, 4th and 3rd levels of the college My goal is to help students to: Improve their level Deepen their knowledge Assimilate their courses fill in their gaps improve I am also able to support them in the preparation of their exams and entrance exams to the Grandes Ecoles, as well as providing them with homework help. I am convinced that I have the qualities required to allow my students to progress and perhaps even give them a taste for this subject!"

As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college. My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject. With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way. By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge. In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.

As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college. My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject. With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way. By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge. In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.

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 give private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Chemistry - thermodynamics-fluid mechanics-RDM to students in French or Arabic programs. Homework help for Baccalaureate students. preparation for the competition.

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!😉

As an automatic electrical engineer, I acquired expertise in the design and optimization of electrical and control systems. I am also passionate about teaching and I offer lessons for all levels, from beginner to advanced, and I adapt to each student to ensure effective and personalized learning. I teach a variety of subjects including circuits, electricity, embedded systems, IoT, python or C++ programming, AI, digital and analog electronics, microcontrollers, sensors, actuators, and much more. My extensive knowledge in this area allows me to convey complex concepts in a clear and concise manner, helping students to better understand and excel in this subject. My goal is to provide top quality education while helping students achieve their academic goals.

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.

During this course you will learn: ✓ SPSS, jamovi, jasp ✓ R Studio ✓Stata and xlstat ✓ Analyze data for univariate, bivariate and multivariate statistics with SPSS ✓ Simple and multiple linear regression and Logistic regression ✓ Analyze exploratory data, basic statistics and visual displays (Frequencies, exploration function, outliers) ✓ Inferential tests on correlations, counts and means (Calculation of z-Scores in SPSS, Correlation coefficients, A measure of reliability: Cohen's Kappa, Binomial tests, Goodness of fit test, Chi-square , One-sample t-test for a mean, Two-sample t-test for means) ✓ Analysis of variance (fixed and random effects, Running ANOVA in SPSS, The F-test for ANOVA, Effect size, Contrasts and post-hoc tests, Alternative post-hoc tests and comparisons, ANOVA with random effects , factorial ANOVA with fixed effects and interactions, Simple main effects, Analysis of covariance (ANCOVA), Power for analysis of variance) and Repeated Measures ANOVA (One-way repeated measures, Repeated measures in both directions: one between and one in the postman) ✓ Principal Component Analysis (PCA Example, Pearson 1901 Data, Component Scores, Principal Component Visualization, Correlation Matrix PCA) and Exploratory Factor Analysis (The Common Factor Analysis Model, The Problem of Factor Analysis exploratory, Factor analysis of CPA data, Scree Plot, Rotation of the factor solution, Cluster analysis, How to validate clusters) ___________________________________ ✓ My courses are based on exercises with the essentials of the course to remember. ✓ Working method for better understanding. ✓ Working on concrete data which allows the work to be visualized and assimilated more quickly.

Looking to master programming and become a skilled developer? In this course, you'll learn the basics of Python and other programming languages, as well as how to use them to build machine learning models. We also offer specialized assistance for students in programming and database management using SQL (CPGE students). Python is a powerful general-purpose language used in web development, data science, software prototyping, and more. Its simple and easy-to-use syntax makes it an excellent choice for beginners learning to program. Additionally, upon request, we offer courses in other programming languages such as C, R, and MATLAB. Classes can be conducted remotely or in person, and we tailor our instruction to meet individual or group needs. If you have any questions, feel free to contact us.

Academic Support: Mathematics from Secondary to Bachelor's Degree and Fundamentals of Programming in C and C++ and Python for Beginners and Intermediates Whether you are in high school, university or a professional changing career, this academic support program allows you to strengthen your skills in mathematics and programming. In mathematics, you will master the key concepts of secondary and university programs, while in programming, you will learn the basics and fundamentals of C and C++ for beginners and intermediates. This online course is structured to offer you flexible instruction, adapted to your level and your specific needs. --- Why choose this program? - Tailor-made support: Each session is adapted to your objectives and your level, whether it is to prepare for an exam, resolve specific difficulties or improve in a specific area. - Quality teaching: Courses given by an expert in mathematics and computer programming, able to guide you step by step in your learning. - Interactive and engaging methodology: Clear teaching with practical examples, interactive exercises and real projects to allow you to understand and apply the concepts studied. - Flexibility of formats: Choose from 60, 90 or 120 minute sessions depending on your availability and your objectives. --- Course content: Mathematics : 1. Secondary level: - Algebra and geometry: Solving equations, systems of equations, properties of geometric figures. - Trigonometry and arithmetic: Properties of trigonometric functions, trigonometric identities, calculations with logarithms and sequences. - Probability and statistics: Basic concepts of probability, calculation of means and standard deviations, conditional probabilities. 2. Bachelor level: - Differential and integral calculus: Study of functions, derivatives, integrals and applications in practical contexts. - Linear algebra: Vectors, matrices, linear transformations, linear systems. - Applied mathematics: Solving complex problems in analysis, optimization and mathematical modeling. --- Programming in C and C++ (Beginner and Intermediate): 1. Introduction to C and C++ programming: - C basics: Variables, data types, operators, control structures (if, while, for), functions and arrays. - C++: Introduction to object-oriented programming (OOP) with classes, objects, inheritance, polymorphism. - Memory management: Dynamic allocation, pointers, memory management in both languages. 2. Intermediate programming in C and C++: - Advanced data structures: Linked lists, stacks, queues, binary trees. - Exception handling: Using try-catch in C++ and error handling in C. - Practical projects: Development of simple applications, games or automation projects with C/C++. --- Course schedule: - 60 minutes: Short, focused lessons to address a specific topic or solve a particular problem. - 90 minutes: Perfect for exploring a topic in more depth with concrete examples and practical exercises. - 120 minutes: Intensive format for in-depth reviews, projects or advanced programming sessions. Each session includes: 1. Introduction: Review of concepts or introduction to new notions. 2. Detailed explanation: Theory accompanied by practical examples to illustrate the concepts. 3. Hands-on exercises: Problem solving, live code or case studies. 4. Questions and answers: Clarification of doubts and review of complex points. --- Resources and tools provided: - Teaching materials: Course notes, exercises and projects, detailed solutions for each problem studied. - Interactive platform: Use of a digital whiteboard, screen sharing and real-time code simulation. - Follow-up between classes: You will have access to email follow-up to ask additional questions or clarify points after each session. --- About the trainer: An experienced trainer, passionate about exact sciences and programming, with a solid background in teaching mathematics and C/C++ programming. With a clear and structured pedagogical approach, he will guide you through each step of your learning, providing you with the keys to succeed and progress quickly. --- Book your course now! If you want to improve your math and programming skills or need targeted support to succeed in your exams or projects, this program is for you. Register now and start your personalized learning for a successful future!

The subject most students struggle with is without a doubt Math. It is a nightmare for a lot of people but is it actually that difficult? I am here to tell you that it is really not, most people underestimate how good they are at Math and I'm here to actually teach you how to tap into that potential and I absolutely guarantee that you will progress in no time. All you need for my lessons are an open mind and a willingness to learn. My lessons are not only for students studying for exams but also for adults wishing to improve their math skills. So what are you waiting for contact me and let's start off your journey.