Doreen - Computer programming tutor - London
Doreen - Computer programming tutor - London

Doreen's profile, diploma and contact details have been verified by our experts

Doreen

  • Rate 146AED
  • Response 1h
  • Students

    Number of students accompanied by Doreen since their arrival at Superprof

    1

    Number of students accompanied by Doreen since their arrival at Superprof

Doreen - Computer programming tutor - London
  • 5 (4 reviews)

146AED/hr

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  • 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

Recommended

Doreen is a respected tutor in our community. She is highly recommended for her commitment and the quality of her lessons. An excellent choice to progress with confidence.

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.

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About the lesson

  • Primary
  • Secondary
  • Preparatory
  • +9

    • levels :

    Primary

    Secondary

    Preparatory

    Technical Secondary School

    Adult Education

    Undergraduate

    Masters

    Doctorate

    Beginner

    Intermediate

    Advanced

    Children

  • English

All languages in which the lesson is available :

English

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.

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Rates

Rate

  • 146AED

Pack prices

  • 5h: 730AED
  • 10h: 1460AED

online

  • 146AED/h

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Verified degree

Doreen's profile, diploma and contact details have been verified by our experts

levels

Primary

Secondary

Preparatory

Technical Secondary School

Adult Education

Undergraduate

Masters

Doctorate

Beginner

Intermediate

Advanced

Children

All languages in which the lesson is available

English

Review

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as well as the recommendations left on Doreen

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free lessons

The first free lesson with Doreen will allow you to get to know each other and clearly specify your needs for your next lessons.

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