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blancbonnet's Projects
awesome-mlops
A curated list of references for MLOps
awesome-public-datasets
A topic-centric list of HQ open datasets.
az104
Exam AZ-104: Microsoft Azure Administrator Crash Course
babyagi
O'Reilly Live Course: Building AI Agents with LLMs
book_pandas_for_everyone
Repository to accompany "Pandas for Everyone"
building-statistical-models-in-python
O'Reilly: Building Statistical Models in Python, Published by Packt
causal_inference_intro
A set of decks and notebooks with exercises for use in a hands-on causal inference tutorial session
complete-python-3-bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
covid-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
data-science-projects-with-python
O'Reilly: A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn
data-science-projects-with-python-second-ed
O'Reilly Book
dont-mess-up_oreilly
O'Reilly Live Course: Don't Mess Up Your Data-Driven Decisions
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
level-up-advanced-python-3213390
This is a LinkedIn Learning repo for Level Up: Advanced Core Python.
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
ml-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
ml_cheat_sheet
My notes and superstitions about common machine learning algorithms
open-product-management
A curated list of product management advice for technical people.
oreilly-dp-203
O'Reilly class from Reza Salehi
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandas-cookbook-second-edition-oreilly
Pandas Cookbook Second Edition, published by Packt
practical-statistics-for-data-scientists
Code repository for O'Reilly book
pycon2017-optimizing-pandas
Materials for PyCon 2017 presentation on optimizing Pandas code
python-threading
Content for O'Reilly Live Training
pythondatasciencehandbook
Python Data Science Handbook: full text in Jupyter Notebooks
tfbook
O'Reilly: AI and Machine Learning for Coders
univariate-linear-regression
The data science project used in my Datacamp course Unit Testing for Data Science in Python
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