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Since August 2022
Instructor since August 2022
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Python for data analysis enthusiasts
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From 46.16 $ /h
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This course will allow you to have Python language skills for data analysis and visualization.
During this course, you will have the opportunity to use and manipulate the most famous Python libraries such as Numpy, Matplotlib, Seaborn, Pandas, Scikit-Learn, etc. Finally, the methodology is based on familiarization with Python syntax and putting the acquired skills into practice in projects.
Python is the most widely used programming language in the world. It is the reference programming language in the scientific community since it allows the creation of a multitude of scientific applications.
Extra information
The participant will need a computer or tablet.
Location
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At teacher's location :
  • Fresnes, France
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Online from France
About Me
With over 4 years of experience in Data Science and over 5 years in Python, my passion for this field really grew during my first programming applications. That's when I decided to specialize in Data Science.

Thanks to my various professional experiences, I had the opportunity to work on various projects, using Python, Deep Learning, and Machine Learning to solve complex problems. I thus acquired expertise across the entire Data Science value chain, from data acquisition and management to the deployment of artificial intelligence models.

I am also an open-minded, responsive and always curious person. For me, constant learning is essential, and I always strive to set ambitious goals to advance in my career.
Education
Having a master's degree from Sorbonne University - Sciences & Engineering, and a master's degree in Data Sciences & AI. Today I am a Data Scientist at BPCE.
Experience / Qualifications
Data Scientist (Natixis)
Data Scientist (SOCOTEC Monitoring)
Data Scientist (Tunisian Petroleum Activities Company)
Age
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
45 minutes
90 minutes
120 minutes
The class is taught in
French
English
Arabic
Availability of a typical week
(GMT -04:00)
New York
at teacher icon
At teacher's location and via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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SQL is one of the world's most widely used languages for relational database management, and it is essential for efficiently manipulating and extracting data in many fields, including data science and business intelligence.
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Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

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Are you looking to deepen your knowledge of physics or master advanced techniques in Python programming? This course is designed to help you achieve a level of academic and technical excellence, whether you are a high school student, university student or professional looking to develop your skills.

With an interactive and effective teaching approach, you will benefit from personalized support to overcome obstacles, grasp complex concepts and improve your performance. Whether it is to succeed in difficult exams, high-level competitions or to create powerful applications in Python, this course will provide you with all the tools necessary to achieve your goals.

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This module will teach you how to program efficiently and effectively in Python, with an emphasis on best practices and advanced techniques:

1. Mastering Advanced Concepts in Python
🔠 Advanced Syntax and Best Practices: Deepening of Python concepts.
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🔄 Functional Programming: Using lambda, map, filter, reduce, generators and iterators.
⚡ Asynchronous Programming: Implementing asyncio for fast and responsive applications.
🧪 Unit Testing and Code Quality: Use of pytest, code coverage, and CI/CD.

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🚀 Algorithm Optimization: Analysis of algorithmic complexity and use of efficient data structures.
⚙️ Profiling and Debugging: Performance evaluation with cProfile and code improvement.
🔒 Security and Robustness: Writing secure code and handling exceptions appropriately.
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🌐 Web Applications: Building high-performance web applications using Flask and FastAPI.
📊 Data Science and Machine Learning: Exploitation of Pandas, NumPy, Scikit-learn and TensorFlow.
🕸️ Advanced Web Scraping: Complex data extraction using BeautifulSoup and Selenium.
🤖 Automation and Efficient Scripts: Automation of tasks and development of efficient scripts.

🧑‍🏫 Methodology and Pedagogical Approach:
Learning by doing: Each theoretical concept is directly implemented through practical exercises.
Interactive Online Teaching: Using audio and screen sharing for seamless communication and dynamic learning.
Personalized monitoring: Regular support to assess your progress and answer all your questions.
Concrete projects: Development of complete projects to apply your programming skills.
Motivation and Confidence: A positive and encouraging approach to build your confidence in your abilities.

🎓 For whom?
This course is intended for:

- High school and preparatory class students who aspire to academic excellence.
- University students in science and computer science wishing to deepen their knowledge.
- Candidates for scientific competitions who are preparing for physics and programming tests.
- Developers looking to improve their advanced Python skills.
- Researchers and engineers who use Python for complex scientific applications.

🔔 Register now! Don't miss the opportunity to master advanced physics while developing skills in optimized and efficient Python. Join our program "🚀 Advanced Courses - 🔬 Physics from High School to University & 🐍 Advanced Python Programming Focused on Efficiency!" and progress at your own pace with confidence and motivation!
verified badge
Hi!

Welcome to my class on Python programming! As a PhD student in Geophysics my main tool is my computer. In order to do science one needs to know how to program. I use Python everyday in order to analyze data, run numerical models, plot results and much more. So, let's embark on the journey of learning Python and explore its diverse capabilities together!

For beginners:
I have designed it for absolute beginners to become at ease with the language within 5 sessions of 1h. Message me to know the 5 classes curriculum and I will be more than happy to share it with you!

For intermediate users:
If you already know the basics of Python but want to go more in-depth on certain packages this is the right place! Message me and we can discuss what your needs are! I am a professional user of Numpy, Pandas, Matplotlib, os, scipy and many more packages!

Are you not sure Python is the right language for you? Check the following out and let me know if you have any questions!

First of all, what is Python? According to its creator, Guido van Rossum, Python is a:

“high-level programming language, and its core design philosophy is all about code readability and a syntax which allows programmers to express concepts in a few lines of code.”

Learning Python is a rewarding experience for several reasons. Firstly, Python is inherently beautiful as a programming language, offering a natural and expressive way to translate your thoughts into code. Its readability and simplicity make coding an enjoyable and intuitive process.

The Python language finds applications across various domains, including data science, web development, machine learning and AI. For example, platforms like Quora, Pinterest, and Spotify leverage Python for their backend web development!

This versatility makes Python a powerful tool for those eager to delve into different aspects of programming. If this caught your curiosity message me and I'll make you a Python hero! Welcome to the community!
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Unlock the exciting world of coding with this beginner-friendly course designed specifically for young learners! 🚀

In this interactive class, children will explore the fundamentals of programming through engaging hands-on projects. We'll start with Scratch, a fun visual coding platform that builds problem-solving and logical thinking skills. Then, we'll dive into Python, one of the most popular coding languages, where kids will learn to create simple programs and games. Finally, we’ll introduce them to Artificial Intelligence (AI) concepts in an easy and exciting way!

By the end of this course, students will:
✅ Build fun projects with Scratch 🎮
✅ Write real code using Python 🐍
✅ Understand basic AI concepts 🤖
✅ Develop problem-solving & logical thinking skills

This course is perfect for kids who love technology and want to start their journey into programming in a creative and enjoyable way!
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As an engineering student at ENSIIE in Évry (Institut Mines Télécom), after a first year of a Bachelor's degree in Mathematics and Computer Science at the University of Bordeaux and two years of scientific preparatory classes (MPSI then MP) at the Sainte-Marie Grand Lebrun high school, I offer private lessons in mathematics and computer science.

Mathematics: homework help, test preparation, course revisions and exercises to progress in middle school, high school or first year post-baccalaureate.

Computer Science (Python / Algorithms): learning Python programming, basics of algorithms, introduction to problem solving, practical application with exercises adapted to the student's level.

My method is based on clarity, patience and adapting to each person's pace, in order to strengthen understanding and self-confidence.
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Hello,

I offer personalized courses in:
- Excel (basics, advanced functions, pivot tables, automation...)
- VBA (macros, automation, file optimization)
- Python (basics, scripts, data, programming logic)

I graduated from Paris-Dauphine University with a Master's degree in Economic and Financial Engineering, and I adapt my lessons to your level and objectives:
- Complete handling
- Help with a specific project or file
- Understanding of key concepts
Courses can be taken in person or online.
Feel free to contact me to discuss your needs or schedule an initial meeting!
Good-fit Instructor Guarantee
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