Python Programming for Data Science: From Beginners to Advanced

From 61 $ /h

Presentation :

Data Science and Data Analytics.
Data Scientist in Banking for 3 years.

A comprehensive course designed to equip you with the fundamental skills and knowledge needed to thrive in the dynamic field of data science using Python programming language. My classes offer a structured and hands-on approach to mastering Python's powerful tools and libraries for data manipulation, analysis, and visualization.

Methodology :

- Online course or presencial
- Hands-on course with exercises and guidance to solve them
- Presentations with theory and examples

Extra information

Bring your laptop and good mood :)

Location

Use Ctrl + wheel to zoom!

At teacher's location :

Avenue de l'Arbre Ballon, Jette, Belgium

Online from Belgium

About Me

Master in Data Science and Advanced Analytics with Major in Business Analytics and Bachelors in Applied Mathematics

Specialized in the Banking sector. Enthusiastic about Machine Learning and Data Analysis.

Education

- Master's degree in Data Science and Advanced Analytics

- Bachelor's degree in Applied Mathematics

- Data Engineering in Azure Cloud Services Certification

- C1 english certificate

Experience / Qualifications

- 3 years as a data scientist
- Predictive Modeling
- SQL
- Data analysis
- Power BI
- VBA
- R
- Java
- Jupyter Notebook
- Azure Cloud Services

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

60 minutes

The class is taught in

English

Portuguese

Skills

Computer programming

Python

Database

Availability of a typical week

(GMT -05:00)

New York

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

Youssef

4.85

(13)

Hello, I am a doctoral student in electrical engineering and associate professor in engineering sciences, experienced in the field of electrical engineering, I offer support courses in the subjects of engineering sciences (Electronics, automatics, electrical engineering, automation, programming).

Digital electronics
Analog electronic
electromagnetism (propagation of high frequency waves)
Automatic (continuous, sampled)
electrical engineering (transformers, electrical machines, switching power supply)
C / c ++ programming, Assembler, ARM, STM32
renewable energy (wind, PV)
engineering Sciences
RDM
Python,VHDL
PIC Microprocessor and Microcontroller
Signal processing and data acquisition
Engineering Sciences

These courses allow the student to get up to speed and regain confidence in all scientific subjects, just as they prepare him effectively for the Baccalaureate, the Preparatory Classes or various examinations of the engineering classes.

COURSE OBJECTIVES AND PEDAGOGICAL APPROACH

Resumption and deepening of fundamental concepts through exercises with course reminders.

Put the student in a situation of questioning and research.

Respond to individual issues and questions

Exercise training in order to achieve real mastery of the content.

Learn to build theoretical reasoning from observable facts or hypotheses.

Specific preparation for higher education requirements (in-depth content, increase in work capacity, enrichment of scientific background)

This educational approach is effective since it has often led me to interesting results with my students.

Associate professor provides support courses in electrical engineering

Himank

4.85

(13)

Currently, I am working at the MaaS department in Denso Corporation, Shinagawa, Tokyo.
I have done my masters from the Indian Institute of Technology Hyderabad India recently.
I can teach any subject of Computer Engineering. I will give you class from very basic to advanced level.

I have cracked Graduate Aptitude Teset (GATE) in India and score AIR 1456 among 100000 students. I have in-depth knowledge of Computer Science subjects.

I can teach you coding, Science and Math if you wish to learn new things contact me.

This class is for those who really want to use to learn computer subjects like Computer Networks and Algorithms in a more innovative manner.

I can help you in deciding on your final year project in Computer Science Domain as well.

I little bit know Nihon-Go as well.

Ilias

4.85

(13)

As a teaching professional with over 17 years’ experience in primary and secondary schools, I aim for the development of independent learners by focusing on inquiry-based student-centred learning. There is a high degree of differentiation in my lessons and activities in order to best meet the educational needs of diverse learners.

As a private tutor, I offer support at primary and secondary school level in ICT, Computing and maths. I design activities for the development of creative, analytical and critical thinking while always taking into account the individual learning needs of every student.

My ICT and Computing support focuses in areas such as:
- Computer Hardware
- Binary systems and hexadecimal
- Logic gates and logic circuits
- Operating systems
- Algorithms and Programming (Eclipse, Alice, Greenfoot, Python, HTML5, App Inventor, Scratch, Scratch Jr, Kodable)
- Computer Networks
- Computer databases (+ SQL, Access)
- Security and ethics
- Website development on Wordpress/Joomla
- Multimedia editing (GIMP, Audacity, Movie Maker, iMovie)

Please do not hesitate to contact me for any further information.

Antonios

4.85

(13)

Python is not just another programming language.
It's a tool that empowers its users to innovate, analyze, and solve complex problems, making it one of the most sought-after skills in today's digital age.

As an Electrical & Computer Engineer with a Master's in Artificial Intelligence, I have an in-depth understanding of both the theoretical and practical aspects of computer science & programming.

Whether you're a curious child eager to grasp the basics or an adult aiming to dive deep into advanced concepts, I am equipped and enthusiastic to guide you on this enlightening journey!

Salah

4.85

(13)

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.

Rafaela

4.85

(13)

Maximize your academic success with tutoring in Maths, Physics, and Programming, offered by an experienced STEM tutor holding a Master’s in Electronics ICT Engineering Technology from KU Leuven with magna cum laude! Whether you're a middle/high school student or an undergraduate, I provide personalized learning plans to address your unique needs.

I can help you with:
Maths (high school maths, calculus, linear algebra, statistics, differential equations...),
Physics (mechanics, electromagnetism, thermodynamics, optics, statics...),
Programming (Java, Python, C, MATLAB...).
But if you need something I didn't mention, send me a message and I'll let you know if I can help!

With a focus on problem-solving and critical thinking, my interactive sessions ensure a deep understanding of the material, leading to improved grades and a genuine appreciation for these subjects. Elevate your understanding and performance in stem subjects by scheduling a session with me today!

Roger

4.85

(13)

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.

🎯 Why Choose This Course?
Advanced and Expertise Level: In-depth content and effective methodology to master complex topics in physics and programming.
Personalized Courses: Sessions adapted to your needs, your pace and your level.
Interactive Online Learning: Dynamic online courses with screen sharing and audio interaction for enjoyable and engaging learning.
Concrete Projects and Practical Applications: Development of practical projects to implement theoretical concepts.
Intensive Preparation for Exams and Competitions: Rigorous training with complex exercises and exam simulations to guarantee your success.
Flexibility and Comfort: Learn from home, according to your schedule, without having to travel.

🔬 Advanced Physics – From High School to University
This module offers a complete and in-depth program to prepare you for demanding secondary school exams, preparatory classes and scientific university courses:

1. Secondary Physics (High School and Preparatory Classes)
⚙️ Classical Mechanics: Kinematics, dynamics, Newton's laws, energy and work, oscillations.
🌊 Waves and Vibrations: Wave propagation, interference, diffraction, acoustics.
⚡ Electricity and Magnetism: Electric circuits, electrostatics, magnetostatics, electromagnetic induction.
🔦 Optics: Geometric optics (lenses, mirrors), wave optics (interference, diffraction).
🌡️ Thermodynamics: Laws of thermodynamics, thermodynamic cycles, entropy, changes of state.

2. University and Advanced Physics
🔄 Analytical Mechanics: Lagrangian, Hamiltonian, and generalized coordinates.
🌐 Advanced Electromagnetism: Maxwell's equations and the propagation of electromagnetic waves.
🧪 Quantum Physics: The postulates of quantum mechanics, the wave function, and the Schrödinger equation.
☢️ Nuclear and Particle Physics: The structure of the nucleus, radioactivity, and fundamental interactions.
🌌 Special Relativity: Lorentz transformations, time dilation, and length contraction.

3. Intensive Preparation for Exams and Competitions
📘 Scientific methodology: Learn to analyze statements, structure responses and write clearly and precisely.
📝 Application exercises and past papers: Intensive training to master the concepts and pass your exams.
🔎 Solve complex problems with detailed explanations and effective strategies.
⏰ Time management: Practical tips to improve your time management during exams.

🐍 Advanced Python Programming – Focused on Efficiency
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.
📦 Object-Oriented Programming (OOP): Abstract classes, interfaces, and design patterns in Python.
🔄 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.

2. Performance Optimization
🚀 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.
3. Practical Projects and Advanced Applications
🌐 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!

Lionel

4.85

(13)

Always wanted to learn programming but you don't know where to begin? Discover Python programming today with tailor-made courses. Whether you have never programmed in your life, have some knowledge or already program professionally, I adapt my lessons to your needs.

- For beginners, the idea is to first introduce certain key programming concepts while applying these concepts to the Python language.
- For intermediate and advanced levels, we can deepen your knowledge or start a concrete project to fill your knwoledge gaps.

My goal with these courses is to pass on my passion for programming to you and to give you all the tools you need to launch into your projects!

My lessons are adapted to all ages

Alex

4.85

(13)

Mathematics is the best way to enhance your intellect but also work on your intuition and your ability to see patterns.

Good day, my name is Alex, I have been teaching math for over 10 years to hundreds of students. I will teach all grades from elementary school all the way to high school and IB/GCSE etc.

My philosophy revolves around these three values:
-Encouragement
-Inspiration
-Discipline

I specialize into teaching mathematics and programming, but in some occasions I teach physics too.
Feel free to contact me.

Amal

4.85

(13)

Python is a simple, powerful, and versatile programming language, ideal for beginners looking to learn or change careers in computer science. This course will help you understand the basics of programming (variables, loops, conditions, functions) through practical, hands-on exercises.
You'll learn how to create your first scripts, manipulate data, and automate simple tasks. All in an accessible, interactive, and practical setting.

This course is aimed at anyone who is a beginner, curious about digital technology, or who wishes to develop skills useful in many professional sectors.

Aymane

4.85

(13)

Programming courses for beginners and intermediate learners.
Learning computer logic, the basics of coding and putting it into practice with exercises and mini-projects.
Personalized support according to the student's level.
Opportunity to move towards web or mobile development with a concrete and practical approach.

Caroline

4.85

(13)

The world around us is becoming increasingly digital, and artificial intelligence is playing a growing role in our everyday lives. Yet, it is not always easy to understand how these technologies work or how to use them effectively.

I have a degree in Business Engineering and Information Systems and currently work as a Data Scientist. I am also interested in application development, programming, and artificial intelligence more broadly. Through my courses, I would like to share my knowledge in a simple, practical, and accessible way, adapted to each learner.

The lessons are fully personalized according to your level, goals, and interests. For example, we can:
- introduce a child or teenager to programming;
- learn the basics of programming or explore more advanced concepts;
- discover artificial intelligence and understand how it works;
- learn how to use tools such as ChatGPT or Claude effectively;
- or simply become more comfortable using computers, smartphones, and digital tools.

No prior knowledge is required. Whether you are a complete beginner, already comfortable with technology, or simply curious to learn more, we can create a course together that matches what you want to learn, at your own pace.

Julio

4.85

(13)

Having graduated with a Master's degree in Computer Science and Management (MIAGE) and with nearly three years of professional experience in data and IT at Orange Caraïbes, I offer private lessons tailored to the level and objectives of each student.

I can assist you with general IT, Python, SQL, data analysis, Excel, Power BI, programming, databases, and the use of digital tools.

The courses can also be geared towards homework help, preparation for a school or university project, introduction to programming or development of professional skills.

Having also taught at a secondary school, I place great importance on pedagogy and understanding. My goal is to explain concepts in a simple, progressive, and concrete way, with exercises adapted to your level.

Lessons are offered in French or English, primarily for teenagers and adults, from beginner to advanced levels. I travel to the student's home in Brussels and the surrounding area, with content tailored to their level, goals, and pace.

Cedric

4.85

(13)

Do you want to learn Python, discover programming, or strengthen your basic skills?
As a computer science teacher with a Master's degree in Computer Science, specializing in Data Science, I offer courses tailored to your level and objectives.
We can work specifically on the basics of Python, variables and data types, conditions, loops, functions, data structures, files, as well as problem-solving and first projects in Python.
My approach is primarily practical: I explain concepts gradually, with simple examples, and then we apply them through exercises. The content and pace are tailored to each learner's difficulties and objectives.
The courses are aimed at beginners, students or adults wishing to learn Python or consolidate their programming knowledge.

Demo

4.85

(13)

You will learn from basic to advanced,
You will learn from basic to advanced,
You will learn from basic to advanced,
You will learn from basic to advanced,
You will learn from basic to advanced,
You will learn from basic to advanced,
You will learn from basic to advanced,