2023 CORE: Data Science and Machine Learning

2023 CORE: Data Science and Machine Learning

This is an ambitious course. The goal here is simple: Only teach what you need to know for day 1 of your first data science job.

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Data science is a field that uses scientific methods, processes, and systems to extract knowledge and insights from structured and unstructured data. It involves using techniques from a range of fields, including computer science, statistics, and domain-specific expertise, to analyze and interpret complex data.

Machine learning is a type of artificial intelligence that enables computers to learn and make decisions without explicit programming. It is based on the idea that systems can learn from data, identify patterns, and make decisions with minimal human intervention. Machine learning algorithms are designed to improve their performance over time as they are exposed to more data.

In the field of data science, machine learning is often used to build predictive models or to classify data into different categories. It can be applied to a wide range of areas, including finance, healthcare, and marketing, and has been successful in tasks such as fraud detection, image recognition, and natural language processing.

Overall, data science and machine learning are important fields that are driving innovation and enabling organizations to make better decisions using data.