Data Science combines the concepts of data mining, big data, data analysis, machine learning and their related methodologies. This combined approach helps extract data insights from the raw data- structural or unstructured.
Data is backbone for any of the company and Data Science is crucial to analyzing and extracting knowledgeable insights. Below are some of the links compiled to learn Data Science and related concepts.
Microsoft:
Azure Data Fundamentals: Explore modern data warehouse analytics in Azure
https://docs.microsoft.com/en-us/learn/paths/azure-data-fundamentals-explore-data-warehouse-analytics/
Implement a Data Warehouse with Azure Synapse Analytics
https://docs.microsoft.com/en-us/learn/paths/implement-sql-data-warehouse/
Azure for the Data Engineer
https://docs.microsoft.com/en-us/learn/paths/azure-for-the-data-engineer/
Get started with Microsoft data analytics
https://docs.microsoft.com/en-us/learn/paths/data-analytics-microsoft/
Foundations of data science
https://docs.microsoft.com/en-us/learn/paths/foundations-data-science/
Data analysis in Power BI
https://docs.microsoft.com/en-us/learn/paths/perform-analytics-power-bi/
Build AI solutions with Azure Machine Learning service
https://docs.microsoft.com/en-us/learn/paths/build-ai-solutions-with-azure-ml-service/
Google:
Google Cloud Platform Big Data and Machine Learning Fundamentals
https://www.coursera.org/learn/gcp-big-data-ml-fundamentals
From Data to Insights with Google Cloud Platform Specialization
https://www.coursera.org/specializations/from-data-to-insights-google-cloud-platform
Data Engineering, Big Data, and Machine Learning on GCP Specialization
https://www.coursera.org/specializations/gcp-data-machine-learning
AWS:
Machine Learning: Data Science
https://aws.amazon.com/training/learning-paths/machine-learning/data-scientist/
Data Analytics Fundamentals
https://www.aws.training/Details/eLearning?id=35364
Other:
Become a Data Analyst – LinkedIn Learning Path
https://www.linkedin.com/learning/paths/become-a-data-analyst
Maths for Data Science
https://www.khanacademy.org/math/statistics-probability
Elements of Data Science
https://allendowney.github.io/ElementsOfDataScience/
Introduction to Python Programming – Udacity
https://www.udacity.com/course/introduction-to-python–ud1110
Introduction to Python
https://www.datacamp.com/courses/intro-to-python-for-data-science
Popular Machine Learning Course by Stanford University
https://www.coursera.org/learn/machine-learning
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