Data Analytics Tutorials -- Join the Data Dive: Your Guide to Excel, SQL, Power BI and Python

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.

I am a Data Science student at university, currently in my third year, and I have been accepted into a prestigious exchange program at the Universidade de Coimbra, one of the oldest and most renowned universities in Europe. This experience has allowed me to broaden my horizons and strengthen my training in an international environment, enriching my approach to technology. I have obtained honors in the subject Programming Fundamentals 2, which is a reflection of my dedication and programming skills. In addition, I have worked on a number of real-life projects covering various areas of Data Science and Artificial Intelligence, such as: Body detection using computer vision Sentiment analysis with real tweets Statistical study of the Airbnb real estate market in New York City Development of an IoT application to monitor sensors in a Data Center Bayesian network modeling for strategic decision making in companies Training an AI model for real-time face and gender detection using a laptop camera Fully Automated Propositional Logic Calculator And best of all, all these projects have been developed entirely in Python, the most in-demand language in the sector. My classes are designed for beginners and intermediate level, where I will guide you step by step to understand the fundamental concepts of programming, the logic behind programming, and how to apply AI to real projects. If you are looking for private lessons in Python, Data Science, or Artificial Intelligence, you are in the right place! Ready to start developing one of the most in-demand skills in today's market? Let's get started!

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.

I offer personalized courses that cover a wide range of topics, from the basics of relational database management to advanced data manipulation using query languages such as SQL and tools such as DBSM, MySQL, and PostgreSQL. My courses are tailored to the needs and learning styles of each student, and I am committed to helping my students achieve their individual learning goals. Whether you are a beginner or looking to improve your skills, I can help you develop your relational database management skills and take your expertise in this field to the next level. I am excited to guide you through the world of relational database management and help you master the skills necessary to succeed in this field. Please do not hesitate to contact me for more information about my services and how I can help you achieve your relational database management goals.

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.

Module 1: SQL Overview Outlining SQL as the cornerstone of database activity Applying the ANSI/ISO standards Describing the fundamental building blocks: tables, columns, primary keys, and foreign keys Module 2: Building the Database Schema - Creating tables and columns Building tables with CREATE TABLE Modifying table structure with ALTER TABLE Adding columns to an existing table Removing tables with DROP TABLE - Protecting data integrity with constraints Guaranteeing uniqueness with primary key constraints Enforcing integrity with foreign key constraints Imposing business rules with check constraints - Improving performance with indexes Expediting data retrieval with indexes Recommending guidelines for index creation Module 3: Manipulating Data - Modifying table contents Adding table rows with INSERT Changing row content with UPDATE Removing rows with DELETE - Applying transactions Controlling transactions with COMMIT and ROLLBACK Deploying BEGIN TRANSACTION in SQL Server Module 4: Working with the SELECT Statement - Writing Single Table queries Retrieving data with SELECT Specifying column expressions Sorting the result with ORDER BY Handling NULL values in expressions - Restricting rows with the WHERE filter Testing for equality or inequality Applying wildcard characters Avoiding NULL value pitfalls Module 5: Querying Multiple Tables - Applying the ANSI/ISO standard join syntax Matching related rows with INNER JOIN Including nonmatched rows with OUTER JOIN Creating a Cartesian product with CROSS JOIN - Combining results with set operators Stacking results with UNION Identifying matching rows with INTERSECT Utilizing EXCEPT to find nonmatching rows Module 6: Employing Functions in Data Retrieval - Processing data with row functions Conditional formatting with the CASE expression Utilizing the CASE expression to simulate IF tests Dealing with NULL values - Performing analysis with aggregate functions Summarizing data using SUM, AVG and COUNT Finding the highest/lowest values with MAX and MIN Defining the summary level with GROUP BY Applying filter conditions with HAVING Module 7: Constructing Nested Queries - Applying subqueries in filter conditions Creating correlated vs. noncorrelated subqueries Testing the existence of rows - Including subqueries in expressions Placing subqueries in the column list Creating complex expressions containing subqueries Handling subqueries that return no rows Module 8: Developing In-Line and Stored Views - Breaking down complex problems Selecting data from a query result set Using subqueries in the FROM clause - Creating views in a database Building reusable code Creating updateable vs. non-updateable views

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.

Improve yourself with the Italian language with mathematics applied to a good motivation. I am a native speaker in Italian and have been familiar with Excel for 25 years and have been motivated all my life. Let's develop together a growth path made of tangible results that you can use immediately on a practical level.

Hello dear students and participants, As a former teacher, I had the privilege of supporting more than 40 students over the past year in their academic progress. I teach the following subjects: mathematics, physics, chemistry, engineering sciences and Excel. Thanks to my personalized and structured approach, I help my students develop their skills, their self-confidence and their autonomy. By working with me you will learn: *Effective resolution methods, *Intensive practice of exercises, *Educational coaching adapted to your needs, *The development of summary revision sheets, *Career guidance to inform your future choices, *Practical practical work in engineering sciences, to anchor concepts in reality. At the same time, as an information technology consulting engineer, I have in-depth expertise in the technical field, with the ability to design and implement innovative solutions in complex environments. Passionate about aeronautics and piloting aircraft, I cultivate essential qualities such as rigor, discipline and rapid decision-making in dynamic environments. This passion fuels my teaching by adding a practical and inspiring perspective.

I am currently working as an independent consultant, technical writer, online teacher 🧑‍🏫 and course content developer in Python, 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 experience? ✔️ Understanding the basic concepts (variables & types) ✔️ Math & Statistics (explained easily) ✔️ Data Manipulation (data cleaning, preprocessing...) What topics do I cover for people with Python experience? ✅ Classic libraries: Pandas, NumPy, Scikit-learn, TensorFlow ✅ Data Analytics/Visualization: Plotly, Seaborn, Matplotlib ✅ Domains: Regression, Classification, NLP, LLM, RAG, Computer Vision, Neural Networks, Ensemble Methods, Clustering, Dimensionality Reduction ✅ MLOps: MLflow, Prefect, 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! 😉

Technology is now the order of the day, as a computer Instructor for over 10 years with many experiences, I would be happy to help you be a computer literate from beginner to professional. You will learn how to operate the computer starting from the mouse to the system unit. You will learn how to be a data analyst, you will learn so much about the AI tools which is now the popular to the world. I am also happy to adapt our session according to the topic you wish to cover, etc. I am very flexible, my only goal is to help you improve and be a computer literate.

In this course, you will learn how to efficiently package, containerize, and deploy Python applications and microservices using Docker. The course covers fundamental Docker concepts, best practices for structuring Python projects, and strategies for building scalable and portable applications. Through hands-on projects, you will gain practical experience in creating Docker images, managing containers, and orchestrating microservices, enabling seamless deployment across different environments. Contact me if you want to have more information about the course!

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.

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.