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51 | 51 |
|
52 | 52 | <a name="general" /> |
53 | 53 | ## Miscellaneous |
| 54 | + |
54 | 55 | - [Machine Learning for Software Engineers](https://github.com/ZuzooVn/machine-learning-for-software-engineers) |
55 | 56 |
|
56 | 57 | - [Dive into Machine Learning](https://github.com/hangtwenty/dive-into-machine-learning) |
|
92 | 93 | - [Have Fun With Machine Learning](https://github.com/humphd/have-fun-with-machine-learning) |
93 | 94 |
|
94 | 95 | <a name="interview" /> |
| 96 | + |
95 | 97 | ## Interview Resources |
| 98 | + |
96 | 99 | - [41 Essential Machine Learning Interview Questions (with answers)](https://www.springboard.com/blog/machine-learning-interview-questions/) |
| 100 | + |
97 | 101 | - [How can a computer science graduate student prepare himself for data scientist interviews?](https://www.quora.com/How-can-a-computer-science-graduate-student-prepare-himself-for-data-scientist-machine-learning-intern-interviews) |
| 102 | + |
98 | 103 | - [How do I learn Machine Learning?](https://www.quora.com/How-do-I-learn-machine-learning-1) |
| 104 | + |
99 | 105 | - [FAQs about Data Science Interviews](https://www.quora.com/topic/Data-Science-Interviews/faq) |
| 106 | + |
100 | 107 | - [What are the key skills of a data scientist?](https://www.quora.com/What-are-the-key-skills-of-a-data-scientist) |
101 | 108 |
|
102 | 109 | <a name="ai" /> |
103 | 110 | ## Artificial Intelligence |
| 111 | + |
104 | 112 | - [Awesome Artificial Intelligence (GitHub Repo)](https://github.com/owainlewis/awesome-artificial-intelligence) |
| 113 | + |
105 | 114 | - [UC Berkeley CS188 Intro to AI](http://ai.berkeley.edu/home.html), [Lecture Videos](http://ai.berkeley.edu/lecture_videos.html), [2](https://www.youtube.com/watch?v=W1S-HSakPTM) |
| 115 | + |
106 | 116 | - [MIT 6.034 Artificial Intelligence Lecture Videos](https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi), [Complete Course](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) |
| 117 | + |
107 | 118 | - [edX course | Klein & Abbeel](https://courses.edx.org/courses/BerkeleyX/CS188x_1/1T2013/info) |
| 119 | + |
108 | 120 | - [Udacity Course | Norvig & Thrun](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271) |
| 121 | + |
109 | 122 | - [TED talks on AI](http://www.ted.com/playlists/310/talks_on_artificial_intelligen) |
110 | 123 |
|
111 | 124 | <a name="ga" /> |
| 125 | + |
112 | 126 | ## Genetic Algorithms |
| 127 | + |
113 | 128 | - [Genetic Algorithms Wikipedia Page](https://en.wikipedia.org/wiki/Genetic_algorithm) |
| 129 | + |
114 | 130 | - [Simple Implementation of Genetic Algorithms in Python (Part 1)](http://outlace.com/Simple-Genetic-Algorithm-in-15-lines-of-Python/), [Part 2](http://outlace.com/Simple-Genetic-Algorithm-Python-Addendum/) |
| 131 | + |
115 | 132 | - [Genetic Algorithms vs Artificial Neural Networks](http://stackoverflow.com/questions/1402370/when-to-use-genetic-algorithms-vs-when-to-use-neural-networks) |
| 133 | + |
116 | 134 | - [Genetic Algorithms Explained in Plain English](http://www.ai-junkie.com/ga/intro/gat1.html) |
| 135 | + |
117 | 136 | - [Genetic Programming](https://en.wikipedia.org/wiki/Genetic_programming) |
| 137 | + |
118 | 138 | - [Genetic Programming in Python (GitHub)](https://github.com/trevorstephens/gplearn) |
| 139 | + |
119 | 140 | - [Genetic Alogorithms vs Genetic Programming (Quora)](https://www.quora.com/Whats-the-difference-between-Genetic-Algorithms-and-Genetic-Programming), [StackOverflow](http://stackoverflow.com/questions/3819977/what-are-the-differences-between-genetic-algorithms-and-genetic-programming) |
120 | 141 |
|
121 | 142 | <a name="stat" /> |
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