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awesome-data-science-resoruces
A curated list of data science educational resources for essential data science skills
https://github.com/youssefhosni/awesome-data-science-resoruces
Last synced: about 2 hours ago
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3. Data Cleaning & Manipulation ##
- Five Courses to Master Data Cleaning & Feature Engineering
- Five Courses to Master Data Cleaning & Feature Engineering
- 5 Top Data Cleaning and Feature Engineering Books For Data Scientists
- 5 Short Courses to Advance Your Pandas Skills
- 5 Top Data Cleaning and Feature Engineering Books For Data Scientists
- 5 Short Courses to Advance Your Pandas Skills
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5. Modeling ##
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5.2. Computer Vision ###
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5.3. Natural Language Processing ###
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5.4. Time Series Data Analysis ###
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- 6 Best Books to Learn Mathematics for Data Science & Machine Learning
- 6 Top University Courses to Learn Mathematics for Machine Learning & Data Science
- Learn AI from Top Universities Through these 10 Courses
- Learn AI from Top Universities Through these 10 Courses
- 6 Best Books to Learn Mathematics for Data Science & Machine Learning
- 6 Top University Courses to Learn Mathematics for Machine Learning & Data Science
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5.1. Machine & Deep Learning ###
- The Best Book To Build A Strong Machine Learning Foundation
- 5 Best Books to Learn Machine Learning For Data Scientists
- 3 Books To Build A Strong Deep Learning Foundation
- 3 Books To Build A Strong Deep Learning Foundation
- The Best Book To Build A Strong Machine Learning Foundation
- 5 Best Books to Learn Machine Learning For Data Scientists
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7. Software Engineering for Data Scientist ##
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5.4. Time Series Data Analysis ###
- Ultimate Free Python For Data Science Roadmap In 2023
- Software Engineering Roadmap For Data Scientists
- 6 Top Books to Learn Python & Programming for Data Science
- 5 Short Courses to Learn Scripting For Data Science
- 5 Short Courses to Learn Software Engineering Skills for Data Scientists
- Software Engineering Roadmap For Data Scientists
- Ultimate Free Python For Data Science Roadmap In 2023
- 6 Top Books to Learn Python & Programming for Data Science
- 5 Short Courses to Learn Scripting For Data Science
- 5 Short Courses to Learn Software Engineering Skills for Data Scientists
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6. Model Deployment ##
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5.4. Time Series Data Analysis ###
- 5 Short Courses Master Deploying Models Into Production
- 10 Top MlOps Books for Data Scientists
- This Book Will Learn You To Scale Deep Learning Models
- Ultimate MLOps Learning Roadmap with Free Learning Resources In 2023
- 5 Top Machine Learning System Design Books for Data Scientists & Machine Learning Engineers
- 7 Top Courses & Books to Learn Dockers & Kubernetes for Data Scientists
- 5 Short Courses Master Deploying Models Into Production
- 10 Top MlOps Books for Data Scientists
- This Book Will Learn You To Scale Deep Learning Models
- Ultimate MLOps Learning Roadmap with Free Learning Resources In 2023
- 5 Top Machine Learning System Design Books for Data Scientists & Machine Learning Engineers
- 7 Top Courses & Books to Learn Dockers & Kubernetes for Data Scientists
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8. Practical Data Science Skills ##
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5.4. Time Series Data Analysis ###
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9. Data Ethics & Literacy ##
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5.4. Time Series Data Analysis ###
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1. Problem Statment Defining Bussines Questions ##
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2. Data Collection ##
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4. Data Exploration & Stats ##
Categories
5. Modeling ##
26
6. Model Deployment ##
12
7. Software Engineering for Data Scientist ##
10
3. Data Cleaning & Manipulation ##
6
8. Practical Data Science Skills ##
4
4. Data Exploration & Stats ##
4
9. Data Ethics & Literacy ##
2
2. Data Collection ##
2
1. Problem Statment Defining Bussines Questions ##
1