50 Vídeo Aulas Gratuitas Pra Aprender Tudo Sobre Machine Learning! (prepare o inglês ou ative as legendas:)

Estou testando um código para coletar vídeos interessantes do Youtube, e listei 50 vídeos sobre Machine Learning que vão te ajudar muito!

Como este é um projeto em desenvolvimento, peço sua paciência e colaboração no sentido de apontar caso algum vídeo esteja “fora de contexto”, sem legenda ou com algum outro problema que prejudique o aproveitamento do conteúdo.

Você gostaria de saber como uma máquina pode “zerar” um game usando Inteligência Artificial?

Ou saber mais sobre o famoso projeto Deep Mind do Google?

Aprender sobre Machine Learning com os professores mais famosos de Stanford?

Ou descobrir como um algoritmo pode controlar um carro autônomo?

Tudo isso e muito, muito mais nos vídeos a seguir.

Está pronto pra embarcar nesta jornada incrível?

Então vamos lá!

Neste Conteúdo Você Vai Saber... hide

1 1 – MarI/O – Machine Learning for Video Games

2 2 – How Machines Learn

3 3 – But what *is* a Neural Network? | Deep learning, chapter 1

4 4 – Google’s Deep Mind Explained! – Self Learning A.I.

5 5 – Daddy’s Car: a song composed by Artificial Intelligence – in the style of the Beatles

6 6 – Lecture 1 | Machine Learning (Stanford)

7 7 – AI learns to play snake using Genetic Algorithm and Deep learning

8 8 – Computer evolves to generate baroque music!

9 9 – Hello World – Machine Learning Recipes #1

10 10 – Artificial Intelligence + Machine Learning: Stop Pretending

11 11 – Deep Learning Cars

12 12 – Practical Machine Learning Tutorial with Python Intro p.1

13 13 – TensorFlow: Open source machine learning

14 14 – Gradient descent, how neural networks learn | Deep learning, chapter 2

15 15 – The 7 Steps of Machine Learning (AI Adventures)

16 16 – What is Artificial Intelligence Exactly?

17 17 – Google DeepMind’s Deep Q-learning playing Atari Breakout

18 18 – Lecture 01 – The Learning Problem

19 19 – Colors for Children to Learn with Gumball Machine – Learning Colors Videos for Children

20 20 – What is backpropagation really doing? | Deep learning, chapter 3

21 21 – Le deep learning — Science étonnante #27

22 22 – What Will You Learn in Great Lakes Post Graduate Program in Business Analytics & Intelligence?

23 23 – Regression Intro – Practical Machine Learning Tutorial with Python p.2

24 24 – ????️ WRITING MY FIRST MACHINE LEARNING GAME! (1/4)

25 25 – 16. Learning: Support Vector Machines

26 26 – Lecture 2 | Machine Learning (Stanford)

27 27 – Why Machine Learning is The Future? | Sundar Pichai Talks About Machine Learning

28 28 – Visualizing a Decision Tree – Machine Learning Recipes #2

29 29 – What is machine learning and how to learn it ?

30 30 – A Friendly Introduction to Machine Learning

31 31 – Autonomous Drifting using Machine Learning

32 32 – Machine Learning for Flappy Bird using Neural Network & Genetic Algorithm

33 33 – Deep Learning SIMPLIFIED: The Series Intro – Ep. 1

34 34 – Deep Learning: Intelligence from Big Data

35 35 – 10 Machine Learning based Products You MUST See

36 36 – How to Make a Prediction – Intro to Deep Learning #1

37 37 – The wonderful and terrifying implications of computers that can learn | Jeremy Howard

38 38 – Machine Learning and Human Bias

39 39 – TensorFlow: Machine Learning for Everyone

40 40 – RL Course by David Silver – Lecture 1: Introduction to Reinforcement Learning

41 41 – Robot Learns to Flip Pancakes

42 42 – Machine Learning: Solving Problems Big, Small, and Prickly

43 43 – Backpropagation calculus | Deep learning, chapter 4

44 44 – What is machine learning?

45 45 – How to Predict Stock Prices Easily – Intro to Deep Learning #7

46 46 – Lecture 1 | Natural Language Processing with Deep Learning

47 47 – What is Artificial Intelligence (or Machine Learning)?

48 48 – Tensorflow and deep learning – without a PhD by Martin Görner

49 49 – Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning

50 50 – Learn Machine Learning in 3 Months (with curriculum)

1 – MarI/O – Machine Learning for Video Games

Video do canal SethBling.

Data: 2015-06-13T19:00:01.000Z

Visualizacoes: 7405493

Curtidas: 131547

Nao Curtidas: 2403

Favoritos: 0

Comentarios: 6789

É muito curioso que este tenha sido o primeiro vídeo do levantamento que fiz (via código, como já expliquei), pois este vídeo foi a base de inspiração para o melhor trabalho final de curso que já orientei, do João e Lairson, que treinaram um algoritmo para zerar o “Space Invaders”, usando Deep Learning com algoritmos baseados em evolução de espécies. Muito legal mesmo! Envolve vários conceitos mais complexos, mas que você pode encontrar explicações em outros vídeos dessa mesma lista.

1 – MarI/O – Machine Learning for Video Games

2 – How Machines Learn

3 – But what *is* a Neural Network? | Deep learning, chapter 1

4 – Google’s Deep Mind Explained! – Self Learning A.I.

5 – Daddy’s Car: a song composed by Artificial Intelligence – in the style of the Beatles

6 – Lecture 1 | Machine Learning (Stanford)

7 – AI learns to play snake using Genetic Algorithm and Deep learning

8 – Computer evolves to generate baroque music!

9 – Hello World – Machine Learning Recipes #1

10 – Artificial Intelligence + Machine Learning: Stop Pretending

11 – Deep Learning Cars

12 – Practical Machine Learning Tutorial with Python Intro p.1

13 – TensorFlow: Open source machine learning

14 – Gradient descent, how neural networks learn | Deep learning, chapter 2

15 – The 7 Steps of Machine Learning (AI Adventures)

16 – What is Artificial Intelligence Exactly?

17 – Google DeepMind’s Deep Q-learning playing Atari Breakout

18 – Lecture 01 – The Learning Problem

19 – Colors for Children to Learn with Gumball Machine – Learning Colors Videos for Children

20 – What is backpropagation really doing? | Deep learning, chapter 3

21 – Le deep learning — Science étonnante #27

22 – What Will You Learn in Great Lakes Post Graduate Program in Business Analytics & Intelligence?

23 – Regression Intro – Practical Machine Learning Tutorial with Python p.2

24 – ????️ WRITING MY FIRST MACHINE LEARNING GAME! (1/4)

25 – 16. Learning: Support Vector Machines

26 – Lecture 2 | Machine Learning (Stanford)

27 – Why Machine Learning is The Future? | Sundar Pichai Talks About Machine Learning

28 – Visualizing a Decision Tree – Machine Learning Recipes #2

29 – What is machine learning and how to learn it ?

30 – A Friendly Introduction to Machine Learning

31 – Autonomous Drifting using Machine Learning

32 – Machine Learning for Flappy Bird using Neural Network & Genetic Algorithm

33 – Deep Learning SIMPLIFIED: The Series Intro – Ep. 1

34 – Deep Learning: Intelligence from Big Data

35 – 10 Machine Learning based Products You MUST See

36 – How to Make a Prediction – Intro to Deep Learning #1

37 – The wonderful and terrifying implications of computers that can learn | Jeremy Howard

38 – Machine Learning and Human Bias

39 – TensorFlow: Machine Learning for Everyone

40 – RL Course by David Silver – Lecture 1: Introduction to Reinforcement Learning

41 – Robot Learns to Flip Pancakes

42 – Machine Learning: Solving Problems Big, Small, and Prickly

43 – Backpropagation calculus | Deep learning, chapter 4

44 – What is machine learning?

45 – How to Predict Stock Prices Easily – Intro to Deep Learning #7

46 – Lecture 1 | Natural Language Processing with Deep Learning

47 – What is Artificial Intelligence (or Machine Learning)?

48 – Tensorflow and deep learning – without a PhD by Martin Görner

49 – Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning

50 – Learn Machine Learning in 3 Months (with curriculum)

Published by

Christian Guerreiro

Copyright © 2021 | blog Tecnologia que interessa

3 – But what is a Neural Network? | Deep learning, chapter 1