Wednesday, April 24, 2024

Data Science: Free Learning resources

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Tanvi Gupta
Tanvi Gupta
As a seasoned professional, I excel in business intelligence, digital marketing, content writing, and market analysis. My data-driven approach fuels growth and optimizes performance across industries. I craft compelling content that resonates with audiences, and my market analysis provides strategic insights. Committed to innovation and excellence, I consistently deliver results that exceed expectations. Need help with digital marketing, content writing, data or market analysis? Fiverr Profile

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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