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Sergio
- Rate S$67
- Response 1h

S$67/h
Unfortunately, this tutor is unavailable
- 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. They are highly recommended for their commitment and the quality of their lessons. An excellent choice to progress with confidence.
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.
About the lesson
- Intermediate
- Advanced
levels :
Intermediate
Advanced
- English
All 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.
Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
Tuve el privilegio de trabajar con Sergio como instructor en un workshop de Data Science enfocado en deep learning, y puedo afirmar sin duda que es un educador excepcional en el campo de AI/ML. Sergio posee una habilidad extraordinaria para descomponer conceptos complejos de deep learning en explicaciones claras y accesibles, manteniendo siempre el rigor técnico necesario. Su enfoque pedagógico combina teoría sólida con ejemplos prácticos relevantes, lo que facilita la comprensión profunda de los temas. Más allá de su dominio técnico, Sergio demuestra una genuina pasión por la enseñanza y un compromiso real con el aprendizaje de sus estudiantes, creando un ambiente donde las preguntas son bienvenidas y la experimentación es alentada. Recomiendo a Sergio sin reservas como profesor.
Sergio y yo nos conocimos durante el máster de Cambridge, trabajando para un proyecto conjunto de uno de los módulos del programa.
Sergio es el típico profesor que se adapta a cada alumno sin importar su background, súper cercano y con una pasión evidente para la enseñanza.
Lo recomiendo sin ninguna duda!View more recommendations
Rates
Rate
- S$67
Pack rates
- 5h: S$335
- 10h: S$670
online
- S$67/h
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