Podcasts de introduction

1. Introduction

Introduction to the Machine Learning Guide Who am I: Tyler Renelle...

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2. What is AI / ML

What is artificial intelligence and machine learning? What's the difference? How about compared...

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3. Inspiration

Why should you care about AI? Inspirational topics about economic revolution, the singularity,...

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22. Deep NLP 1

Recurrent Neural Networks (RNNs) and Word2Vec. ## Resources - Articles: Unreasonable...

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Presentación personal vs Presentación institucional

Una visita por primera vez a unos amigos, familiares, a personas relacionadas con tu actividad...

01:48:09

Idiomas

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Cómo enfrentarte a un primer día en inglés

El primer día de trabajo suele ser duro y, más aún si éste se lleva a cabo en un país que no es...

01:48:39

Idiomas

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10. Languages & Frameworks

Languages & frameworks comparison. Languages: Python, R, MATLAB/Octave, Julia, Java/Scala, C/C++....

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5. Linear Regression

Introduction to the first machine-learning algorithm, the 'hello world' of supervised learning -...

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4. Algorithms - Intuition

Overview of machine learning algorithms. Infer/predict -> error/loss -> train/learn. Supervised,...

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18. Natural Language Processing 1

Introduction to Natural Language Processing (NLP) topics. ## Errata 22:21 "cat & car...

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01-Introduction

Introduction. The first question is the title: Las Meninas. It is a Portuguese word used to...

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9. Deep Learning

Deep learning and neural networks. How to stack our logisitic regression units into a multi-layer...

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7. Logistic Regression

Your first classifier: Logistic Regression. That plus Linear Regression, and you're a 101...

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Ravel, with the Chameleon Arts Ensemble

Ravel, with the Chameleon Arts Ensemble Maurice Ravel: Introduction and Allegro Members of the...

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Introduction #2 - Introducing Yourself and Saying Your Name in Russian

Let’s say you are meeting your new Russian boss today for the first time. Wouldn’t you want to...

08:39

Idiomas

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12. Shallow Algos 1

Speed-run of some shallow algorithms: K Nearest Neighbors (KNN); K-means; Apriori; PCA; Decision...

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19. Natural Language Processing 2

Natural Language Processing classical/shallow algorithms. ## Episode - Edit distance:...

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8. Math

Introduction to the branches of mathematics used in machine learning. Linear algebra, statistics,...

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6. Certificates & Degrees

Discussion on certificates and degrees from Udacity to a Masters degree. ## Episode...

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25. Convolutional Neural Networks

Convnets or CNNs. Filters, feature maps, window/stride/padding, max-pooling. ## Resources -...

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