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Choose the payment method that works best for your needs and budget with a one-time course payment, monthly or yearly access to the learning Path, or even to the entire platform.
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Path of Data Analysis
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One-time payment
Buy the course once and access it for life
€ 79.99
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- Access the course community
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Path of Data Analysis
Access all courses in the Data Analysis Path
€ 199 /year
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Path of Data Analysis
The ultimate pack with all our Data Analysis courses with R and Python to turn you into a well-paid Data Scientist. Includes upcoming courses and updates and improvements to current ones
Jorge
That's exactly what I needed to get the full picture!
I always saw those crazy formulas and got intimidated, but here everything is explained so you actually understand what's really going on. It's a challenge, yeah, but it's super satisfying to see how all the puzzle pieces fit together at the end. It gave me the confidence I needed to move forward in the world of data.
Silvana
Math That Actually Works
These advanced fundamentals gave me the mathematical foundation I was missing to better understand Machine Learning models. Now I look at formulas with less fear and more curiosity. I feel like this course raised my technical level.
Giovanni
Solid foundation for the future
This course finally helped me understand what's going on under the hood of algorithms. It's not just heavy theory; the instructor makes linear algebra and calculus click into practical sense, which gave me loads of confidence to move forward on more complex data projects without feeling like I'm just guessing
Javi
I finally got it
I was afraid that math would get the better of me, but honestly it's explained in a super straightforward way. I feel like now I actually understand what's behind everything I do in programming without my head exploding. Highly recommended if you want to stop seeing this topic as a monster
Santiago
It becomes easy when it's hard. Excellent!
Nicolás
The foundation every data scientist needs!
Sara
The missing piece
Rosa
I loved how linear algebra, calculus, and probability connect with real algorithms
Nieves
Fundamentos Avanzados de Matemáticas para Machine Learning
This course dives deep into the mathematical pillars that support modern Machine Learning. You'll learn linear algebra, differential and integral calculus, statistics, probability, information theory and optimization, all applied to real models. We work with Python, TensorFlow and PyTorch to visualize concepts like gradients, partial derivatives, matrices, eigenvectors and gradient descent.
Rocío
Excellent for understanding optimization and derivatives in neural networks.
danison
Solid Foundation to Move Forward
This course is ideal for those who want to deepen their understanding of the mathematical fundamentals of Machine Learning. The explanations are detailed yet accessible, with examples that connect theory to practice.
Gabriela
The Foundation I Needed
Essential for understanding the mathematical concepts behind Machine Learning. The explanations are in-depth but well-structured, with direct applications in trading algorithms and data analysis.
Samuel
It's really useful for any data scientist
Now I feel like a real ML professional! I love how they guide you step by step