Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
data		data
pics		pics
.gitignore		.gitignore
01_python_introduction.ipynb		01_python_introduction.ipynb
02_python_packages.ipynb		02_python_packages.ipynb
03_ml_basics_lecture.ipynb		03_ml_basics_lecture.ipynb
04_ml_basics_practiceAsup.ipynb		04_ml_basics_practiceAsup.ipynb
05_ml_basics_practiceBunsup.ipynb		05_ml_basics_practiceBunsup.ipynb
06_dl_basics_lecture.ipynb		06_dl_basics_lecture.ipynb
07_dl_basics_practice_1.ipynb		07_dl_basics_practice_1.ipynb
LICENSE		LICENSE
README.md		README.md

Repository files navigation

Machine Learning Crash Course

Syllabus

00 INTRO
01 PY1: Python: Introduction
02 PY2: Python: Packages
03 ML1: Introduction to Machine Learning. Lecture
04 ML2: Introduction to Machine Learning. Practice: Supervised Learning
05 ML3: Introduction to Machine Learning. Practice: Unsupervised Learning
06 DL1: Introduction to Deep Learning. Lecture
07 DL2: Introduction to Deep Learning. Practice 1
08 DL3: Introduction to Deep Learning. Practice 2
09 EXAM1: Exam preparation. Baseline overview
10 EXAM2: Exam preparation. Baseline simple tuning
11 CV1: Computer Vision. Lecture
12 CV2: Computer Vision. Practice
13 NLP1: Natural Language Processing. Lecture
14 NLP2: Natural Language Processing. Practice
Exam