Doreen - Computer programming tutor - London

1^st lesson free

Doreen

5 (4 reviews)

Price $58
Answer 1h
Students
Number of students Doreen has accompanied since arriving at Superprof
1
Number of students Doreen has accompanied since arriving at Superprof

5 (4 reviews)

$58/h

1^st lesson free

Computer Programming
Python
Programming languages
Artificial Intelligence

Data Science Lessons: Machine Learning (Supervised &Unsupervised), Algorithms, and Real-World Applications with Python

Computer Programming
Python
Programming languages
Artificial Intelligence

Lesson location

- online

About Doreen

I am an experienced Data Analyst with a Master’s in Data Science from the University of Westminster and a BA in Economics. My expertise in Python, Excel, Power BI, and SQL is complemented by a proven ability to teach complex data science concepts effectively. I have a strong track record of translating intricate topics into accessible lessons, helping students and professionals alike to grasp advanced data analysis, machine learning, and statistical modeling. My hands-on approach includes practical exercises and real-world projects, ensuring that learners not only understand theoretical concepts but also apply them confidently. Passionate about education, I strive to make data science both engaging and practical.

About the lesson

Approach and Methodology:
I offer an immersive, hands-on learning experience that blends theoretical knowledge with practical coding exercises. My lessons emphasize building and applying machine learning models using Python, focusing on real-world applications and projects. By integrating theory with practical exercises, students gain a comprehensive understanding of how to implement machine learning techniques and solve complex problems.

Topics I Teach:

Machine Learning Algorithms: Cover both supervised learning techniques such as regression and classification, and unsupervised learning methods like clustering. Students will explore decision trees, random forests, and neural networks, learning how to select and apply the right algorithm for different types of data and problems.

Data Preprocessing: Techniques for cleaning and preparing data, including handling missing values, normalization, and feature selection, are crucial for effective analysis and model performance.

Model Evaluation: Learn to evaluate model performance using metrics like accuracy, precision, recall, and F1 score. Emphasis is placed on improving model accuracy through tuning and validation techniques.

Algorithm Implementation: Utilize libraries such as Scikit-learn, Pandas, and NumPy to build, test, and refine models. Practical experience includes coding from scratch and using pre-built functions for efficient development.

Practical Projects & Exercises:
Students engage in real-world projects such as developing predictive models, creating classification systems, and building recommendation engines. These projects use real datasets, providing hands-on experience and reinforcing learning through application.

Typical Lesson Length:
Lessons are 90 minutes long, balancing theoretical concepts with practical coding exercises. This duration allows for a deep dive into each topic and ensures adequate time for hands-on practice.

Who It’s For:
These lessons are ideal for aspiring data scientists, students, or professionals all ages with a basic understanding of programming. They are designed for those looking to advance their knowledge in machine learning and algorithms, applying these skills in practical scenarios.

Recommendations

Recommendations come from relatives, friends and acquaintances of the teacher

D

Daniel

She speaks with clarity and confidence easy to understand
Read more

D
Daniel
She speaks with clarity and confidence easy to understand
E

Ebenezer

I highly recommend Doreen Gyamfi for her exceptional teaching skills in data science, maths and IT. Her clear, engaging approach makes complex concepts accessible and practical. With her strong background and hands-on methodology, Doreen is a standout educator who delivers valuable insights and effective learning experiences.
Read more

E
Ebenezer
I highly recommend Doreen Gyamfi for her exceptional teaching skills in data science, maths and IT. Her clear, engaging approach makes complex concepts accessible and practical. With her strong background and hands-on methodology, Doreen is a standout educator who delivers valuable insights and effective learning experiences.
A

Angela

The clarity and organization of your lessons are exceptional. I appreciate how you break down concepts in a way that allows us to thoroughly understand the material
Read more

A
Angela
The clarity and organization of your lessons are exceptional. I appreciate how you break down concepts in a way that allows us to thoroughly understand the material
K

King

She is loving,caring and has sympathy she has equal time for all her students
Read more

K
King
She is loving,caring and has sympathy she has equal time for all her students
View more recommendations

Rates

Price

Pack prices

5h: $290
10h: $580

free lessons

The first lesson with Doreen will allow you to get to know each other and discuss your needs for future lessons.

online

$58/h

Data Science Lessons: Machine Learning (Supervised &Unsupervised), Algorithms, and Real-World Applications with Python

Lesson location

Recommended

About Doreen

About the lesson

Recommendations

Rates

Price

Pack prices

free lessons

online

Similar Computer Programming tutors in London

Prof. trainer of python, javascript, java (sp prog. classes for kids) web development: html/css, node.js, flask, mysql, javascript (mern/flask) stack from beginner to advanced level.

Software engineer with 13 years of experience. programming tutor for uni, hsc, tafe and beginners. python, c, c++, c#, java, sql, html and css.

Software engineer with over 10 years industry experience with c++ and other languages

Ph.d. in data science from qut, australia, and have 9 years of university teaching experience in computer science. learn python, c, c++, php, and other core concepts of computer science.

Experienced software engineer with excellent programming skills mainly in javascript, typescript, java, python, and databases

Just diving into the exciting world of programming? look no further! i'm here to make your programming journey easier by bringing concepts to life with visuals and real-world examples.

Having a 3 years + experience ,passionate to teach any age from 4-40, scratch for kids , html &css, python, c++ , java , basic to advance specialized in software computer science

Masters graduate offering one-on-one support for python projects and assignments. specializing in data analytics.

"expert tutoring and assignment support: giving future programmers the tools they need today!"

Lead software engineer offering private online lessons in programming and web development. i help my students get through a tough course, change careers or simply pursue their hobby.

Master python, deep learning, computer vision, media compression, and audio enhancement systems

Experienced senior developer giving real-world lessons on sustainable and maintainable software development in multiple languages and paradigms

Friendly video game programmer and game design teacher with 10+ years experience in the industry. can cover any area of the game development lifecycle. from absolute beginners to experts.

Curtin postgraduate student provides computer programming lessons from basic to advanced level.

Graduate from a prestigious technical institute, specialized in computer programming languages. having a total of 4 years of teaching experience with solid industrial working experience.

A design technology manager with 10+ years of experience delivers a practical introduction to ai for the aec e. the session shows how tools like nano banana, google gemini, chatgpt, midjourney, adobe

Java 8+, spring boot, hibernate online and face 2 face coaching for students and home makers who would like to return to their loved profession after a break.

Master python software engineering and data science with expert guidance – from beginner to master, one step at a time!

Academically trained phd graduate expert tutor in python, jupyter notebook and coding for data science, data analysis, quantitative methods and data visualization using pandas and related packages

Undergraduate from coventry university and who have conducted over 1000 sessions for students globally offers comprehensive coding lessons for java in all levels.

Data Science Lessons: Machine Learning (Supervised &Unsupervised), Algorithms, and Real-World Applications with Python

Lesson location

Recommended

About Doreen

About the lesson

Recommendations

Rates

Price

Pack prices

free lessons

online

Similar Computer Programming tutors in London

Prof. trainer of python, javascript, java (sp prog. classes for kids) web development: html/css, node.js, flask, mysql, javascript (mern/flask) stack from beginner to advanced level.

Software engineer with 13 years of experience. programming tutor for uni, hsc, tafe and beginners. python, c, c++, c#, java, sql, html and css.

Software engineer with over 10 years industry experience with c++ and other languages

Ph.d. in data science from qut, australia, and have 9 years of university teaching experience in computer science. learn python, c, c++, php, and other core concepts of computer science.

Experienced software engineer with excellent programming skills mainly in javascript, typescript, java, python, and databases

Just diving into the exciting world of programming? look no further! i'm here to make your programming journey easier by bringing concepts to life with visuals and real-world examples.

Having a 3 years + experience ,passionate to teach any age from 4-40, scratch for kids , html &css, python, c++ , java , basic to advance specialized in software computer science

Masters graduate offering one-on-one support for python projects and assignments. specializing in data analytics.

"expert tutoring and assignment support: giving future programmers the tools they need today!"

Lead software engineer offering private online lessons in programming and web development. i help my students get through a tough course, change careers or simply pursue their hobby.

Master python, deep learning, computer vision, media compression, and audio enhancement systems

Experienced senior developer giving real-world lessons on sustainable and maintainable software development in multiple languages and paradigms

Friendly video game programmer and game design teacher with 10+ years experience in the industry. can cover any area of the game development lifecycle. from absolute beginners to experts.

Curtin postgraduate student provides computer programming lessons from basic to advanced level.

Graduate from a prestigious technical institute, specialized in computer programming languages. having a total of 4 years of teaching experience with solid industrial working experience.

A design technology manager with 10+ years of experience delivers a practical introduction to ai for the aec e. the session shows how tools like nano banana, google gemini, chatgpt, midjourney, adobe

Java 8+, spring boot, hibernate online and face 2 face coaching for students and home makers who would like to return to their loved profession after a break.

Master python software engineering and data science with expert guidance – from beginner to master, one step at a time!

Academically trained phd graduate expert tutor in python, jupyter notebook and coding for data science, data analysis, quantitative methods and data visualization using pandas and related packages

Undergraduate from coventry university and who have conducted over 1000 sessions for students globally offers comprehensive coding lessons for java in all levels.

Share

Verified qualification

levels

All languages in which the lesson is available

Review

Reviews

Recommendations

free lessons

Report this posting