Data Science
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Learn how to analyze data effectively and manage databases with ease.

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Unlocking the power of data analysis starts with understanding its foundation. Dive deep with me into the most pivotal distributions every data scientist should have in their toolkit. From Gaussian to Binomial, knowing these distributions is a game-changer in the realm of Data Science.
πŸ”— YouTube Channels to learn Data Analysis
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πŸ”° Math Topics every Data Scientist should know
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πŸ”… Introduction to PostgreSQL

πŸ“ Get an introduction to PostgreSQLβ€”what it is, what it can do, and how to start using it.

🌐 Author: Sarah Conway Schnurr
πŸ”° Level: Beginner
⏰ Duration: 48m

πŸ“‹ Topics: PostgreSQL

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Introduction to PostgreSQL.zip
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πŸ“±Data Analysis
πŸ“±Introduction to PostgreSQL
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πŸ”° Top 5 Clustering Techniques in Data Science
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πŸ”— Best Youtube Channels To Master Data Analysis
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πŸ“– Must-Know Concepts in Data Science

Whether you’re building models, leading teams, or breaking into the field β€” there are a few core concepts you need to understand deeply (not just mention in interviews).


In this carousel, we break down:

βœ… Supervised vs Unsupervised learning

βœ… Overfitting & underfitting

βœ… Cross-validation strategies

βœ… Precision vs recall trade-offs

βœ… Feature engineering techniques

βœ… Dimensionality reduction methods
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πŸ“– Must-Know Concepts in Data Science
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πŸ”… Hands-On PostgreSQL Project: Spatial Data Science

πŸ“ Learn how to perform advanced Spatial SQL operations, from setting up a local database to importing public data sets and running queries to perform spatial joins.

🌐 Author: Maggie Ma
πŸ”° Level: Intermediate
⏰ Duration: 1h 45m

πŸ“‹ Topics: Data Manipulation, DBeaver, PostgreSQL

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