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_toc.yml
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# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html
format: jb-book
root: README
options:
numbered: True
parts:
- caption: Minibatches
chapters:
- file: data-science-blog/python/python
sections:
- file: data-science-blog/python/pandas
- file: data-science-blog/ml/ml
sections:
- file: data-science-blog/ml/datasets
- file: data-science-blog/ml/eda
- file: data-science-blog/ml/feature_engineering
- file: data-science-blog/ml/classification
- file: data-science-blog/ml/clustering
- file: data-science-blog/cv/cv
sections:
- file: data-science-blog/cv/data_augmentation
- file: data-science-blog/nlp/nlp
sections:
- file: data-science-blog/nlp/pre_processing
- file: data-science-blog/nlp/semantic_similarity
- file: data-science-blog/nlp/weak_supervision
- file: data-science-blog/nlp/keyphrase_extraction
- file: data-science-blog/nlp/named_entity_resolution
- file: data-science-blog/time_series/time_series
sections:
- file: data-science-blog/time_series/stock_technical_analysis
- file: data-science-blog/cloud/cloud
sections:
- file: data-science-blog/cloud/compute
- file: data-science-blog/cloud/file_storage
- file: data-science-blog/cloud/api
- file: data-science-blog/cloud/sagemaker
- file: data-science-blog/good_coding/good_coding
sections:
- file: data-science-blog/good_coding/refactoring
- file: data-science-blog/career/career
sections:
- file: data-science-blog/career/career_advice
- file: data-science-blog/career/portfolio
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: SQL
# numbered: true
# chapters:
# - file: data-science-blog/sql/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: Python
# numbered: true
# chapters:
# - file: data-science-blog/python/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: Networks & Graphs
# numbered: true
# chapters:
# - file: data-science-blog/network/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: MLOps
# numbered: true
# chapters:
# - file: data-science-blog/mlops/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: Neural Search
# numbered: true
# chapters:
# - file: data-science-blog/neural_search/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: Visualisation
# numbered: true
# chapters:
# - file: data-science-blog/visualisation/
# sections:
# - file: path/to/part1/chapter2/section1
# - caption: Epochs