At a glance: Artificial Intelligence for Dummies

The field of Artificial Intelligence (A.I.) is progressing so rapidly that books get outdated pretty quick. Books like “The Age of Spiritual Machines (1999)” by Ray Kurzweil are great reads but some speculations lose their relevancy as time progresses. As of today (May 15th, 2018), a new book was added to the A.I. literature: “Artificial […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 3 / Week 2-4 (fast.ai course and Deep Learning Projects)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3 This is the last blog post in this series. Last week we studied Siraj Raval’s “Intro to Deep Learning” playlist. This series is a bit more challenging than previous playlists by Siraj, but covers all […]

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Deep Learning, Siraj Raval, Introduction, explanation, aitube.io, aitu.be, neural networks, machine learning, fast.ai, udacity, nanodegree, carlo lepelaars

Siraj Raval’s “Learn Machine Learning in 3 months” – Month 3 / Week 1 (Intro to Deep Learning)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3 We are onto the 3rd month of the curriculum and this month is focused on a popular subset of Machine Learning: Deep Learning. Deep Learning is a powerful aspect of Machine Learning that is inspired […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 2 / Week 3-4 (ML Projects)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3 Week 7 was awesome! It consisted of studying Udacity’s free “Intro to ML“. The course is very comprehensive and interactive. It features explanation as well as individual exercises. The course is an excellent preparation […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 2 / Week 2 (Udacity Intro to ML)

  In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3 Last week (week 5) of this curriculum was about three of Siraj Raval’s courses on Youtube: “Python for Data Science“, “The Math of Intelligence” and “Intro to Tensorflow“. I have combined them in one […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 2 / Week 1 (Siraj’s Courses)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months” curriculum check out this video: http://aitu.be/Siraj3 Week 4 of this curriculum focused on learning the basics of algorithm design and analysis. The free edX course called “Algorithm Design and Analysis” is excellent for this. Although edX recommends to complete this course […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 1 / Week 4 (Algorithms)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months”  curriculum check out this video: http://aitu.be/Siraj3 Week 3 of this curriculum was about probability through the MIT edX Course “Introduction to Probability“. The time recommended to take this course is 18 weeks and completing the course in one week proved very […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 1 / Week 3 (Probability)

In case you are not familiar with Siraj Raval’s “Learn Machine Learning in 3 Months”  curriculum check out this video: http://aitu.be/Siraj3 Week 2 was all about Calculus with 3Blue1Brown’s “Essence of Calculus” series. If you have a little background in calculus this series was like a light intermezzo. The course for this week (week 3) on probability is […]

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3Blue1Brown, Calculus, aitube.io, aitu.be, essence, course, derivative, integration, taylor series, l'hopitals rule

Siraj Raval’s “Learn Machine Learning in 3 months” – Month 1 / Week 2 (Calculus)

Hi Guys, Last week I talked about the exciting curriculum of Siraj Raval called “Learn Machine Learning in 3 months”. The first week featured Linear Algebra with this MIT course. Even with the videos at 2x speed it is kinda heavy, but doable if you are sufficiently motivated! Week 2 is about Calculus with 3Blue1Brown’s “Essence […]

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Siraj Raval’s “Learn Machine Learning in 3 months” – Month 1 / Week 1 (Linear Algebra)

Hi guys, If you are interested in Artificial Intelligence and Machine Learning you have probably heard of Siraj Raval. If not, check out his Youtube channel. It is truly a goldmine of information. In short, Siraj Raval focuses on clarifying Artificial Intelligence and Machine Learning in a modern and fast-paced way. Recently Siraj released this video “Learn […]

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