added ile

2021-11-27 08:48:52 +01:00
parent 02bca1aa1a
commit a4d155c81d
488 changed files with 266 additions and 147832 deletions
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+format: jb-book
+root: intro
+parts:
+  - caption: About the course
+    chapters:
+    - file: schedule
+    - file: teachers
+    - file: textbooks
+  - caption: Review of Statistics with Resampling Techniques and Linear Algebra
+    numbered: true
+    chapters:
+    - file: statistics.ipynb
+    - file: linalg.ipynb
+  - caption: From Regression to Support Vector Machines
+    numbered: true
+    chapters:
+    - file: chapter1.ipynb
+    - file: chapter2.ipynb
+    - file: chapter3.ipynb
+    - file: chapter4.ipynb
+    - file: chapteroptimization.ipynb
+    - file: chapter5.ipynb
+  - caption: Decision Trees, Ensemble Methods and Boosting
+    numbered: true
+    chapters:
+    - file: chapter6.ipynb
+    - file: chapter7.ipynb  
+  - caption: Dimensionality Reduction
+    numbered: true
+    chapters:
+    - file: chapter8.ipynb
+    - file: Clustering.ipynb
+  - caption: Deep Learning Methods
+    numbered: true
+    chapters:
+    - file: chapter9.ipynb
+    - file: chapter10.ipynb
+    - file: chapter11.ipynb