[
  {
    "path": "README.md",
    "content": "# Learn_Machine_Learning_in_3_Months\n\nThis is the Curriculum for \"Learn Machine Learning in 3 Months\" [this](https://youtu.be/Cr6VqTRO1v0) video by Siraj Raval on Youtube \n\n# Month 1\n\n## Week 1 Linear Algebra\nhttps://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab\nhttps://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/\n## Week 2 Calculus\nhttps://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr\n## Week 3 Probability\nhttps://www.edx.org/course/introduction-probability-science-mitx-6-041x-2\n## Week 4 Algorithms\nhttps://www.edx.org/course/algorithm-design-analysis-pennx-sd3x\n\n# Month 2\n\n## Week 1 \n#### Learn python for data science\nhttps://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU\n#### Math of Intelligence\nhttps://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D\n#### Intro to Tensorflow\nhttps://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV\n\n## Week 2 \nIntro to ML (Udacity)\nhttps://eu.udacity.com/course/intro-to-machine-learning--ud120\n\n## Week 3-4\nML Project Ideas\nhttps://github.com/NirantK/awesome-project-ideas\n\n# Month 3 (Deep Learning)\n\n## Week 1 \nIntro to Deep Learning\nhttps://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3\n\n## Week 2 \nDeep Learning by Fast.AI\nhttp://course.fast.ai/\n\n## Week 3-4 \nRe-implement DL projects from my github\nhttps://github.com/llSourcell?tab=repositories\n\n---\n\n*Additional Resources:*   \n- People in ML to [follow on Twitter](https://www.quora.com/Who-should-I-follow-on-Twitter-to-get-useful-and-reliable-machine-learning-information \"Quora.com\")\n- Join the [\"Wizards\" Slack channel](http://wizards.herokuapp.com/ \"Herokuapp.com\")\n"
  }
]