Data-Engineering-Roadmap
Roadmap for Data Engineering
https://github.com/ErdemOzgen/Data-Engineering-Roadmap
Last synced: 17 days ago
JSON representation
CI/CD and Virtualization
Cloud
Cluster Computing Fundamentals
- Apache Hadoop
- HDFS
- MapReduce
- Managed Hadoop
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
Data Processing
Data Structures and Algorithms / System Design
Data Visualization
Datawarehouses
Learn Linux
Machine Learning and Deep Learning Tools
- Pandas
- NumPy
- Tensorflow
- Keras
- Pytorch
- Scikit-learn
- Data Science Methodology
- IBM Data Science Coursera
- Python for Data Science: Intermediate
- Andrew Ng's Machine Learning Coursera Course
- Intro to Machine Learning
- Intermediate Machine Learning
- Understanding Machine Learning: From Theory to Algorithms
- Calculus
- Statistical concepts for machine learning
- Introductory Primer
- Machine Learning Roadmap
- Machine Learning Guide Podcast
- Andrew Ng's Deep Learning Specializations Course
- Convolutional networks CS231n
- Deep learning cheat sheet
- Natural Language Processing CS224n
- IBM Deep Learning Course with certification
- Data Science Roadmap
- Machine Learning Roadmap: A Step by Step Guide
- DPhi-Data Science Courses
- Machine Learning Algorithms from Scratch
- Python for Data Science: Fundamentals
- A quick review of the linear algebra concepts relevant to machine learning.
- Calculus