 data-scientist-roadmap
 data-scientist-roadmap 
 Data Science Tutorials
 Creating tutorials to teach data science skills through Jupyter Notebook
Toturials coming with the "data science roadmap" picture.
7k stars
 316 watching
 2k forks
 
Language: Jupyter Notebook 
last commit: about 1 year ago 
Linked from   4 awesome lists  
 Related projects:
| Repository | Description | Stars | 
|---|---|---|
|  | An introduction to data science concepts and applications in R and Python using hands-on tutorials | 597 | 
|  | A repository of interactive tutorials and walk-throughs for learning data science and machine learning concepts through programming | 1,582 | 
|  | A collection of machine learning techniques taught through interactive Jupyter Notebooks | 29 | 
|  | A comprehensive guide to chemoinformatics using Python and RDKit | 223 | 
|  | Provides a platform for data visualization using Jupyter Notebook | 41 | 
|  | Interactive computing environment and tutorial materials for big data analysis in the geosciences using Python | 91 | 
|  | A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. | 2,964 | 
|  | A collection of Jupyter notebooks teaching Big Data Analytics with Spark and machine learning concepts | 59 | 
|  | Materials and code for a PyCon 2015 tutorial on machine learning with scikit-learn | 896 | 
|  | An all-in-one web-based IDE for machine learning and data science | 3,446 | 
|  | Source code and data for a machine learning book with Python tutorials | 393 | 
|  | A comprehensive resource for learning R programming and data science concepts | 2,019 | 
|  | A collection of Jupyter Notebooks that document various time series forecasting techniques and models used in data science and machine learning. | 2,087 | 
|  | Jupyter notebooks and accompanying resources for teaching computer science fundamentals | 1,315 | 
|  | Lithography simulation insights and methods using Jupyter Notebooks. | 95 |