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How to tackle lack of data: an overview on transfer learning

Data Science Blog

1, Data is the new oil, but labeled data might be closer to it Even though we have been in the 3rd AI boom and machine learning is showing concrete effectiveness at a commercial level, after the first two AI booms we are facing a problem: lack of labeled data or data themselves.

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Data Science Journey Walkthrough – From Beginner to Expert

Smart Data Collective

it is overwhelming to learn data science concepts and a general-purpose language like python at the same time. Exploratory Data Analysis. Exploratory data analysis is analyzing and understanding data. Machine learning is broadly classified into three types – Supervised.

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Basics of Foundation Models

Towards AI

How, the thing that we call Machine Learning, is different from today’s talk of the town, Generative AI? This article is about sharing some of those fundamental learnings. I will start with my understanding of two approaches to Machine Learning. Task Orientation How were we doing machine learning almost a year ago?

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Types of Machine Learning: All You Need to Know

Pickl AI

The answer lies in the various types of Machine Learning, each with its unique approach and application. In this blog, we will explore the four primary types of Machine Learning: Supervised Learning, UnSupervised Learning, semi-Supervised Learning, and Reinforcement Learning.

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How To Learn Python For Data Science?

Pickl AI

This article will guide you through effective strategies to learn Python for Data Science, covering essential resources, libraries, and practical applications to kickstart your journey in this thriving field. Its flexibility allows you to produce high-quality graphs and charts, making it perfect for exploratory Data Analysis.

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A Guide to Unsupervised Machine Learning Models | Types | Applications

Pickl AI

The ability of unsupervised learning to discover similarities and differences in data makes it ideal for conducting exploratory data analysis. Unsupervised Learning Algorithms Unsupervised Learning Algorithms tend to perform more complex processing tasks in comparison to supervised learning.

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Roadmap to Learn Data Science for Beginners and Freshers in 2023

Becoming Human

You have to learn only those parts of technology that are useful in data science as well as help you land a job. Don’t worry; you have landed at the right place; in this article, I will give you a crystal clear roadmap to learning data science. Because this is the only effective way to learn Data Analysis.