MLG 010 Languages & Frameworks

Machine Learning Guide

OCDevel

Artificial, Introduction, Learning, Courses, Technology, Ml, Intelligence, Ai, Machine, Education

4.9 • 848 Ratings

🗓️ 7 March 2017

⏱️ 44 minutes

🔗️ Recording | iTunes | RSS

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Summary

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Languages & frameworks comparison. Languages: Python, R, MATLAB/Octave, Julia, Java/Scala, C/C++. Frameworks: Hadoop/Spark, Deeplearning4J, Theano, Torch, TensorFlow. ocdevel.com/mlg/10 for notes and resources

Transcript

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0:00.0	Welcome back to Machine Learning Guide. I'm your host, Tyler Rinelli.
0:05.0	MLG teaches the fundamentals of machine learning and artificial intelligence.
0:09.0	It covers intuition, models, math, languages, frameworks, and more.
0:13.0	Where your other machine learning resources provide the trees, I provide the forest.
0:18.0	Visual is the best primary learning modality, but audio is a great supplement during exercise commute and chores.
0:25.6	Consider MLG your syllabus with highly curated resources for each episode's details at OCdevel.com forward slash MLG.
0:35.6	I'm also starting a new podcast which could use your support. It's called
0:39.9	Lefnear's Life Hacks and teaches productivity focused tips and tricks, some which could prove
0:45.5	beneficial in your machine learning education journey. Find that at Ocdevel.com forward slash
0:51.9	LLH. This is episode 10,
0:55.5	Languages and Frameworks.
0:57.1	In this episode, we're going to talk about
0:58.8	languages and frameworks.
1:00.6	Languages like C&C++,
1:02.7	math languages like R,
1:04.4	Matlab, Octave, and Julia,
1:06.4	the JVM, like Java and Scala,
1:08.7	and of course, Python.
1:10.4	Frameworks like Theano, Torch, and TensorFlow.
1:14.2	Now, I'm going to give you a little bit of a podcast spoiler,
1:17.2	and that is that at the end of this episode,
1:18.8	I'm going to recommend to you Python and TensorFlow.
	...

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