Learn-Machine-Learning-in-3-month
Learn-Machine-Learning-in-3-month copied to clipboard
Learn Machine Learning in 3 Months
Month 1
Week 1 Linear Algebra
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Week 2 Calculus
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
Week 3
https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2
Week 4 Algorithms
https://www.coursera.org/courses?languages=en&query=Algorithm%20design%20and%20analysis
Month 2
Week 1
learn python for data science https://www.coursera.org/specializations/data-science-python Math of Intelligence https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D Intro to Tensorflow https://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV
Week 2
Intro to ML (Udacity) https://eu.udacity.com/course/intro-to-machine-learning--ud120
Week 3-4
ML Project Ideas https://github.com/NirantK/awesome-project-ideas
Month 3 (Deep Learning)
Week 1
Intro to Deep Learning https://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3
Week 2
Deep Learning by Fast.AI http://course.fast.ai/
Week 3-4
Re-implement DL projects