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- Tarief 55€
- Reactie 1h
55€/u
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1e les gratis
- Wiskunde
- Informatica
Theory-first ML tutor (MSc AI, UvA) — 1-on-1 lessons in English, with Python coding in Jupyter.
- Wiskunde
- Informatica
Leslocatie
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Bij : Amsterdam
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Over
I’m Francesco, a machine learning tutor in Amsterdam with a strong theoretical background:
Master of Science in Artificial Intelligence from University of Amsterdam, specializing in statistical learning theory.
5+ years of experience in research and industry, developing algorithms and validating models.
Proven results: guided students to grasp complex proofs, implement sampling techniques, understand probability distributions and Bayesian inference, and build ML solutions in Python.
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Over deze les
- Alle niveaus
- Nederlands
Alle talen die tijdens de les gesproken worden :
Nederlands
What You’ll Learn
Mathematical Foundations: Linear algebra, probability theory, probability distributions, and convex optimization.
Algorithmic Theory: Derivations and proofs for regression, classification, and clustering.
Python Programming for ML: Fundamentals of Python, NumPy, Pandas, and algorithm implementation from scratch in Jupyter Notebook.
Library Integration: Applying theory in scikit-learn, TensorFlow, and PyTorch with clear mappings to mathematical concepts.
Statistical Methods: Sampling techniques, Bayesian inference, model evaluation, and hyperparameter tuning.
Deep Learning: Neural network theory, backpropagation mathematics, regularization, and generalization bounds.
Why Choose Me?
Theory-First Approach: Dive into the ‘why’ before the ‘how.’
Hands-On Coding: Translate concepts into Python code during every lesson using Jupyter Notebook.
Flexible Scheduling: Weekday evenings or weekends to fit your timetable.
Ongoing Support: Email feedback, code reviews, and invoiced sessions for transparency.
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Aanbevelingen
De aanbevelingen komen van familieleden en kennissen van deze leraar Wiskunde.
1
Francesco is an exceptional tutor in coding and IT. His clarity, patience, and passion for teaching truly stand out. He has a remarkable ability to break down complex and abstract concepts into simple, digestible explanations, making even the most challenging topics accessible.
Thanks to his guidance, I’ve gained valuable knowledge and confidence in the subject. Francesco’s teaching is not only pedagogical but also deeply engaging—his enthusiasm for the material is contagious! I highly recommend him to anyone looking to improve their IT skills or deepen their understanding of coding.Bekijk meer aanbevelingen
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Tarieven
Tarief
- 55€
Pakkettarieven
- 5u: 275€
- 10u: 550€
gratis lessen
biedt de eerste les aan. Dit stelt je in staat om je eerste les te volgen en je behoeften af te stemmen op je volgende lessen.
- 1uur
Specificaties
€55/hr + BTW (VAT). Detailed invoices include a full BTW (VAT) breakdown, suitable for both individual students and corporate clients.
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