Sergio - Computer programming tutor - Madrid
Sergio - Computer programming tutor - Madrid

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Sergio

  • Rate R845
  • Response 1h
Sergio - Computer programming tutor - Madrid
  • 5 (2 reviews)

R845/h

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  • Computer Programming
  • Python
  • Programming Languages
  • Artificial Intelligence

Senior Data Scientist (Cambridge Graduate) - Python, Data Science, Machine Learning, Deep Learning classes

  • Computer Programming
  • Python
  • Programming Languages
  • Artificial Intelligence

Lesson location

Recommended

Sergio is a respected tutor in our community. He is highly recommended for his commitment and the quality of his lessons. A trusted partner on your learning journey.

About Sergio

I'm Sergio, a Senior Data Scientist (Big 4) and a graduate of the MPhil in Advanced Computer Science from the University of Cambridge (distinction). I currently work developing artificial intelligence models for top-tier corporate clients, including recommendation neural networks for millions of users and machine learning-based marketing attribution models.

My professional experience includes developing production AI systems, academic research in generative models (GANs, VAEs, Diffusion Models), and personal projects in algorithmic trading and model compression for edge devices. I've worked with PyTorch, TensorFlow, scikit-learn, and the entire Python data science ecosystem.

My pedagogical approach focuses on three pillars:

First, a deep understanding of the mathematical and statistical foundations that underpin each technique, because understanding the "why" is just as important as knowing the "how."

Second, the development of practical skills through real-life projects that reflect the challenges of the professional world.

Third, exposure to industry best practices in clean code, rigorous experimentation, and model deployment.

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About the lesson

  • BTech
  • Intermediate
  • Advanced
  • levels :

    BTech

    Intermediate

    Advanced

  • English

Languages in which the lesson is available :

English

I offer personalized classes in the following areas:

A) Python for Data Science: From fundamentals to advanced techniques. Mastery of NumPy, Pandas, Matplotlib, and the Python scientific ecosystem. Efficient programming and best development practices.

B) Machine Learning: Implementation and understanding of supervised and unsupervised algorithms. Regression, classification, clustering, dimensionality reduction. Model validation, hyperparameter selection, and performance evaluation.

C) Deep Learning: Neural networks with PyTorch and TensorFlow. CNN, RNN, Transformers, and GANs architectures. Efficient model training, regularization, and optimization.

D) MLOps and Production: Data pipelines, model versioning, monitoring, and cloud deployment. Docker, Kubernetes, and best engineering practices for ML systems.

E) Applied Projects: Data science portfolio, preparation for technical interviews, final-year projects or bootcamps, and resolution of specific problems related to your work or studies.

We adapt the content, pace, and approach to your specific goals, whether you're trying to pass a course, change careers, prepare for technical interviews, or develop a specific project.

I provide support materials, sample code, and practical exercises after each session. I also offer follow-up between classes to address any specific questions via email.
If you're looking for serious data science training taught by someone who works daily with these technologies on real-world, high-impact projects, I'd be happy to help you achieve your goals. Write to me to tell me what you want to learn, and together we'll design the most suitable study plan for you.

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Rates

Rate

  • R845

Package rates

  • 5h: R4225
  • 10h: R8450

online

  • R845/h

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