Alfredo Varas's Projects
A bit about me
Using GitHub Pages
š Awesome lists about all kinds of interesting topics
A curated list of data engineering tools for software developers
:memo: An awesome Data Science repository to learn and apply for real world problems.
Interpretation of data from the National Parks Service about endangered species in different parks.
Code and attachments for our clean code course (https://acad.link/clean-code)
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 Roadmap from A to Z
Default configuration for Le Wagon's students
:books: Freely available programming books
Repository for Frequency Word List Generator and processed files
š¤ Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
My first Skills Course
Analyse data on GDP and life expectancy (WHO &WB) to try and identify the relationship between the GDP and life expectancy of six countries.
Curated list of project-based tutorials
A collective list of free APIs
All Algorithms implemented in Python
Comprehensive Python Cheatsheet
List of my most used commands and shortcuts in the terminal for Mac