From fd3a83e1bcc38275a5778b75cf317ac6abaacb9b Mon Sep 17 00:00:00 2001 From: franzi Date: Sun, 24 Oct 2021 22:08:23 +0200 Subject: [PATCH] split supervised learning chapter --- README.md | 8 ++++---- ml_course_description.pdf | Bin 132365 -> 132379 bytes other/ml_course_workbook.docx | Bin 1199582 -> 1199602 bytes other/ml_course_workbook.pdf | Bin 855913 -> 856183 bytes 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 3ef7c51..ef8fa3d 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ You can also find the course syllabus on the last page of the [course descriptio - [ ] Work through [Notebook 2: image quantization](/notebooks/2_image_quantization.ipynb) (after the section on clustering) ##### Block 2.2: -- [ ] Start reading the first sections of the chapter ["Supervised Learning"](https://franziskahorn.de/mlbook/_supervised_learning.html) up to and including ["Model Evaluation"](https://franziskahorn.de/mlbook/_model_evaluation.html) +- [ ] Read the chapter ["Supervised Learning Basics"](https://franziskahorn.de/mlbook/_supervised_learning_basics.html) - [ ] Answer [Quiz 4](https://forms.gle/M2dDevwzicjcHLtc9) --- @@ -67,11 +67,11 @@ You can also find the course syllabus on the last page of the [course descriptio ### Part 3: Advanced models ##### Block 3.1: -- [ ] Read the remaining sections from the supervised learning chapter, i.e., ["Linear Models"](https://franziskahorn.de/mlbook/_linear_models.html) up to and including ["Kernel Methods"](https://franziskahorn.de/mlbook/_kernel_methods.html) +- [ ] Read the chapter ["Supervised Learning Models"](https://franziskahorn.de/mlbook/_supervised_learning_models.html) - [ ] **In parallel**, work through the respective sections of [Notebook 3: supervised comparison](/notebooks/3_supervised_comparison.ipynb) ##### Block 3.2: -- [ ] Start reading the chapter ["Deep Learning & more"](https://franziskahorn.de/mlbook/_deep_learning_more.html) up to and including the section: ["Information Retrieval (Similarity Search)"](https://franziskahorn.de/mlbook/_information_retrieval_similarity_search.html) and refresh your memory about [TF-IDF feature vectors](https://franziskahorn.de/mlbook/_feature_extraction.html) and [cosine similarity](https://franziskahorn.de/mlbook/_computing_similarities.html) +- [ ] Start reading the chapter ["Deep Learning & more"](https://franziskahorn.de/mlbook/_deep_learning_more.html) up to and including the section: ["Information Retrieval (Similarity Search)"](https://franziskahorn.de/mlbook/_information_retrieval_similarity_search.html) and refresh your memory about [TF-IDF feature vectors](https://franziskahorn.de/mlbook/_feature_extraction.html) and the [cosine similarity](https://franziskahorn.de/mlbook/_computing_similarities.html) - [ ] Work through [Notebook 4: information retrieval](/notebooks/4_information_retrieval.ipynb) ##### Block 3.3: @@ -79,7 +79,7 @@ You can also find the course syllabus on the last page of the [course descriptio - [ ] Work through [Notebook 5: MNIST with torch](/notebooks/5_mnist_torch.ipynb) (recommended) **_or_** [MNIST with keras](/notebooks/5_mnist_keras.ipynb) (in case others in your organization are already working with TensorFlow) ##### Block 3.4: -- [ ] Read the sections: ["Time Series Forecasting"](https://franziskahorn.de/mlbook/_time_series_forecasting.html) and ["Recommender Systems (Pairwise Data)"](https://franziskahorn.de/mlbook/_recommender_systems_pairwise_data.html) +- [ ] Read the last sections of the chapter "Deep Learning & more": ["Time Series Forecasting"](https://franziskahorn.de/mlbook/_time_series_forecasting.html) and ["Recommender Systems (Pairwise Data)"](https://franziskahorn.de/mlbook/_recommender_systems_pairwise_data.html) --- diff --git a/ml_course_description.pdf b/ml_course_description.pdf index 96e0eb92ea909272713f74719efe0470538092e4..4d53536ec874a388964df33dcf8380bd4de0e6bc 100644 GIT binary patch delta 16296 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