Data-Engineering-Roadmap
Roadmap for Data Engineering
https://github.com/ErdemOzgen/Data-Engineering-Roadmap
Last synced: about 9 hours ago
JSON representation
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Programming Languages
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Data Structures and Algorithms / System Design
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Cluster Computing Fundamentals
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Apache Hadoop
- HDFS
- MapReduce
- Lambda & Kappa Architecture
- 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
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
- Lambda & Kappa Architecture
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Machine Learning and Deep Learning Tools
- Scikit-learn
- Pandas
- NumPy
- Tensorflow
- Keras
- Pytorch
- 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
- Probability and Statistics
- 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
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Learn Linux
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SQL
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Testing
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CI/CD and Virtualization
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Relational Database
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Non-Relational Databases
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Data Processing
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Messaging
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Object storage
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Datawarehouses
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Monitoring Datapipelines
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Data Visualization
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MLOPS tools
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Cloud
Programming Languages
Categories
Cluster Computing Fundamentals
35
Machine Learning and Deep Learning Tools
26
Non-Relational Databases
12
Data Processing
7
SQL
7
CI/CD and Virtualization
6
MLOPS tools
4
Relational Database
4
Programming Languages
4
Data Visualization
3
Datawarehouses
3
Data Structures and Algorithms / System Design
3
Testing
2
Monitoring Datapipelines
2
Messaging
2
Object storage
2
Learn Linux
2
Cloud
2
Sub Categories
Keywords
roadmap
3
guidelines
2
interview
2
software-engineering
2
sql
1
rest-api
1
python3
1
python
1
orm
1
nosql
1
microservice
1
machine-learning
1
logging
1
learning
1
flask
1
elasticsearch
1
django
1
desing-patterns
1
awesome-resources
1
golang
1
go
1
study-plan
1
programming-interviews
1
interview-preparation
1
interview-prep
1
data-structures
1
computer-science
1
coding-interviews
1
coding-interview
1
algorithms
1
algorithm
1
spring-boot
1
software-development
1
software-architecture
1
jee
1
java
1
testing
1
awesome-list
1