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Since October 2024
Instructor since October 2024
Learn and Master Data Science from Scratch with Python
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From 26 € /h
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Learn Data Science from Scratch with Python

I am a graduate of the University of Westminster, where I began my journey into data science and machine learning through hands-on data analysis for physical and mathematical models. With over 16 years of experience teaching computer science and programming, I have developed a comprehensive approach to teaching data science that emphasizes practical application and project-based learning.

My lessons are tailored to suit both complete beginners and those who wish to deepen their understanding of data science and machine learning. Each session is designed to help you not just learn, but apply data science concepts effectively to real-world projects.

What I Offer:

Project-based learning: Engage in practical projects that will enhance your understanding of machine learning and data science. Examples of projects include:

- Predictive Modeling: Create a model to predict house prices, stock market trends, or sales forecasts using regression techniques.
- Data Classification: Build a spam email classifier, sentiment analysis tool, or an image recognition application.
- Clustering Algorithms: Apply clustering techniques to segment customer data for targeted marketing or identify groups within a dataset.
- Time Series Analysis: Forecast future trends using time series data, such as weather patterns or economic indicators.
- Recommendation Systems: Develop a movie or product recommendation engine using collaborative filtering techniques.

Customized lessons: Each lesson is tailored to your current skill level and goals. Whether you are starting from scratch or looking to fine-tune your expertise in Python, TensorFlow, scikit-learn, or other machine learning libraries, I adjust the content to match your needs.

Comprehensive ML pipeline training: Gain an in-depth understanding of the complete data science pipeline, including data collection, cleaning, feature engineering, model training, evaluation, and deployment.

Portfolio and project support: Receive guidance on developing projects that showcase your skills, whether for your personal portfolio or as part of a bootcamp assignment. I will help you ensure your projects are both functional and impactful.

Pre-class materials and homework: Access study materials prior to each session and complete follow-up assignments to consolidate what you’ve learned and apply it independently.

Flexible online lessons: Learn from the comfort of your home with lessons that fit your schedule.

My teaching approach focuses on fostering critical thinking and problem-solving skills that are essential for a successful career in data science. I have collaborated with companies, start-ups, and educational institutions, bringing practical, hands-on knowledge to students and professionals looking to excel in the field.

If you are ready to build a strong foundation in data science and gain the practical experience needed to excel in real-world scenarios, contact me to discuss your learning path and project ideas.
Location
location type icon
Online from United Kingdom
About Me
I am a graduate of the University of Westminster, since then working as a freelancer in Data Management, Machine Learning and Online Security. I believe only creating secure and reliable applications can lead to success in your projects.

My passion naturally led me to applying mathematical and physical principles to real-world problems through data science, machine learning, and programming projects.

With over 16 years of teaching experience, I have worked with students of all ages, helping them unlock their potential in subjects ranging from mathematics and physics to computer science and programming. My tutoring is project-based, meaning that I help students learn by doing – whether it’s building a Python application, exploring databases, or tackling complex mathematical concepts.

I’m committed to helping my students understand not just the "how," but also the "why" behind the concepts they are learning. I tailor each lesson to the student's learning style, ensuring a clear and engaging experience. My goal is to foster a love of learning, problem-solving, and critical thinking in every student I teach.
Education
Python for Data Science Certificate from MiT
Python in Cybersecurity Certificate from MiT
Web Applications with JavaScript Certificate from MiT

Westminster University
London, United Kingdom
Masters Degree
Experience / Qualifications
18 years of experience
Python for Data Science
Python in Cybersecurity
Web Applications
Django
Flask
SQL
noSQL
Node.js
Pandas
Numpy
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
60 minutes
90 minutes
120 minutes
The class is taught in
English
Polish
French
Availability of a typical week
(GMT -05:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
As a graduate of the University of Westminster, I began my programming journey by applying my skills to data management and analysis in various projects. Over the past 16 years, I have been providing private lessons in computer science, with a strong focus on teaching databases to students and professionals alike.

Whether you're a beginner learning about SQL or a more advanced learner seeking to optimize database performance, I offer tailored lessons designed to help you understand and apply database concepts in real-world scenarios.

What I Offer:
Learn databases through hands-on projects: You'll develop a deep understanding of relational databases (SQL), non-relational databases (NoSQL), and data modeling by working on real-world projects.
Customized lessons: Each lesson is adapted to your learning style and current level, whether you’re just starting or need to refine your skills.
Portfolio and project support: Need help building a database project for your portfolio or finalizing a boot camp assignment? I provide guidance to ensure your project is both functional and impressive.
Database optimization: Learn how to optimize queries, structure your data efficiently, and improve database performance.
Study materials and exercises: Before each session, you'll receive all necessary materials to prepare for the next lesson, followed by homework assignments to reinforce the concepts covered.
Flexible online lessons: Access lessons from anywhere, on a schedule that suits you.
I currently work as a freelancer with companies, start-ups, and schools, offering online lessons and project support in database management.

Ready to Dive into Databases?
If you're interested in mastering databases through practical, real-world projects, or if you have any questions, don't hesitate to reach out. Let's build your database skills together!

This ad emphasizes practical learning in databases, tailored for students and professionals looking to enhance their skills through real-world projects. Let me know if you'd like any further refinements!
Read more
I am a freelancer who graduated from the University of Westminster, where I began my journey into programming. During my studies, I started applying programming skills to solve physical and mathematical problems. Since then, I’ve developed a passion for continuous learning and have expanded my expertise in data implementation and software development.

For the past 16 years, I have been offering private programming lessons, helping students of all ages and backgrounds, from beginners to advanced learners. Whether you're a student looking to build a project portfolio, prepare for an exam, or a professional aiming to learn Python through practical applications, I can help you reach your goals.

What I Offer:
Learn Python by building projects: From the basics to more advanced concepts, you will learn programming through hands-on experience, working on real-world projects that solidify your understanding.
Customized lessons: I tailor each lesson to your learning style and needs, whether you're just starting out or looking to deepen your skills.
Project support: Whether you're working on a portfolio, completing a boot camp project, or preparing for an exam, I offer guidance and assistance to help you succeed.
Step-by-step approach: Before each lesson, you'll receive study materials and exercises designed to help you grasp the concepts we’ll cover. Afterward, you'll receive homework to reinforce what you've learned.
Flexible online lessons: Learn from the comfort of your home with flexible scheduling.
I currently work as a freelancer, collaborating with companies, startups, and schools to deliver online programming classes.

If you’re eager to learn Python in a practical, engaging way, or if you have any questions, feel free to send me a message - I will surely reply.

Thank you,
Alex
Read more
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🎯 Who Is This Course For?

Students, employees, or freelancers who work with Excel and want to save time.

Professionals looking to build custom tools tailored to their workflow.

No previous coding experience is required!

🛠️ Course Methodology:

Step-by-step, hands-on learning.

Clear explanations with real-life examples.

Tips on writing clean, understandable, and reusable code.
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My name is Dina, I am an engineer with a degree from INSAT and I am passionate about software development and embedded systems.

🎓 My experience:
- Computer and Embedded Systems Engineer
- Experience at the German Space Agency, where I worked on cutting-edge projects in embedded software and advanced technologies.
- Several projects in C, C++, Linux, IoT and industrial environments

💡 What I propose:
- Personalized C and C++ courses, tailored to your level:

- Programming basics
- Pointers, memory, structures, files
- Object-oriented programming (C++)
- Practical exercises & mini-projects
- Understanding embedded systems for those who want to go further

🔥 Why learn with me?

- Clear and progressive teaching methods
- Practical experience in industry and aerospace
- Complete adaptation to your pace
- We can support you in your academic or professional projects

📩 Interested? Contact me to book your first lesson!
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Hello and Welcome!

I am a certified corporate programming trainer specializing in Python and Data Analysis, with over a decade of experience in tutoring and software development. My goal is to make programming approachable and engaging by helping learners build a strong foundation and grow into confident, independent coders.

Over the years, I have trained students across different levels and backgrounds in Python programming, automation, and data analytics. I emphasize hands-on, practical learning supported by clear explanations and real-world examples. My teaching approach focuses on understanding core concepts, writing efficient code, and developing problem-solving skills that can be applied in professional and academic settings.

Courses Offered

1. Basic Python Programming
This course is designed for beginners who want to build a solid foundation in Python.
Topics include:
Introduction to Python and environment setup
Variables and data types
Operators and expressions
Conditional statements
Types of loops and loop control
Functions and scope
Data structures: lists, tuples, sets, and dictionaries
Mini projects and problem-solving exercises

2. Advanced Python Programming
This course is designed for learners who already know the basics of Python and want to explore its advanced features.
Topics include:
Lambda functions and list comprehensions
Generators, yield, and closures
Decorators
Object-Oriented Programming (classes, inheritance, polymorphism, encapsulation)
File handling and exception handling
Mini projects integrating multiple concepts

3. Data Analysis Using Python (NumPy and Pandas)
This course introduces essential tools for data manipulation and analysis using Python libraries.
Topics include:
Working with NumPy arrays
Using Pandas DataFrames and Series
Data cleaning, filtering, and transformation
Handling missing values and duplicates
Grouping, aggregation, and pivot tables
Exporting data to CSV and Excel
Real-world exercises with sample datasets
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I teach coding to beginners and intermediate students.
Lessons focus on logic, basic programming, and practical exercises.
Classes are adapted to the student’s pace.
Students can choose between website or mobile app development.Hands on dev
Good-fit Instructor Guarantee
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Contact Olga