Add side files

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# Folders 
+assets
+removed
+guides

CHANGELOG.md

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+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+## 2020-08-30
+### New
+S02 - HCKT02
+- Release of Hackathon #2 - Data Wrangling.
+
+## 2020-08-27
+### Updated
+S02 - BLU03
+- Change `Exercise Notebook.ipynb`: The public API used in some of the exercises was down. Questions related to the API were removed. The other questions were scaled accordingly.
+
+## 2020-08-17
+### New
+S02 - Release of BLU03.
+
+## 2020-08-13
+### Updated
+S02 - Instructors solution added to Hackathon #1 - Binary Classification.
+
+## 2020-08-10
+### New
+S02 - Release of BLU02.
+
+## 2020-08-03
+### New
+S02 - Release of BLU01.
+
+## 2020-08-02
+### New
+S01 - HCKT01
+- Release of Hackathon #1 - Binary Classification.
+
+## 2020-08-01
+### New
+S01 - HCKT01
+- Release of requirements.txt file.
+
+## 2020-07-27
+### Updated
+S01 - SLU04
+- Updated `Learning notebook.ipynb` (Kurtosis section):
+    - Changed "Company B has a mean of **1500.4** and a standard deviation of **100.7**" to "Company B has a mean of **1496.8** and a standard deviation of **101.3**";
+    - Changed "The measure of this \"tailedness\" is known as [kurtosis](https://en.wikipedia.org/wiki/Kurtosis) and it is higher for distributions with **longer** tails." to "The measure of this \"tailedness\" is known as [kurtosis](https://en.wikipedia.org/wiki/Kurtosis) and it is higher for distributions with **more probability mass concentrated in the** tails.";
+    - Added 2 paragraphs at the end of "Kurtosis" section, before "Quantile" section.
+- Updated `utils.py`: changed definition of `company_b` inside function `get_company_salaries_and_plot`.
+
+## 2020-07-22
+### Updated
+S01 - SLU11: Updated Exercise Notebook (changed _Expected output_).
+
+## 2020-07-19
+### New
+S01 - Release of SLUs 12-19.
+
+### Updated
+S01 - SLU06: Updated Exercise Notebook (corrected assert on Exercise 2.2.1.2).
+
+## 2020-07-18
+### New
+S01 - Release of SLUs 01-11.

LICENSE

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+MIT License
+
+Copyright (c) 2020 Lisbon Data Science Starters Academy
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.