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How to get datasets for Machine Learning?

Knowledge Hut

In the real world, data is not open source , as it is confidential and may contain very sensitive information related to an item , user or product. But raw data is available as open source for beginners and learners who wish to learn technologies associated with data. The basic datasets in this field are as follows.

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Data Science vs Software Engineering - Significant Differences

Knowledge Hut

Data Science is a field of study that handles large volumes of data using technological and modern techniques. This field uses several scientific procedures to understand structured, semi-structured, and unstructured data. Both data science and software engineering rely largely on programming skills.

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Top Data Science Jobs for Freshers You Should Know

Knowledge Hut

For more information, check out the best Data Science certification. A data scientist’s job description focuses on the following – Automating the collection process and identifying the valuable data. In the field of data science, this is one of the most in-demand jobs.  Look out for upgrades on analytical techniques.

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Deep Learning vs Machine Learning: What’s The Difference?

Knowledge Hut

DL models automatically learn features from raw data, eliminating the need for explicit feature engineering. Data Types and Dimensionality ML algorithms work well with structured and tabular data, where the number of features is relatively small.

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Data Lake Explained: A Comprehensive Guide to Its Architecture and Use Cases

AltexSoft

The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. This article explains what a data lake is, its architecture, and diverse use cases. Unstructured data sources.

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A Day in the Life of a Data Scientist

Knowledge Hut

A significant part of their role revolves around collecting, cleaning, and manipulating data, as raw data is seldom pristine. In their quest for knowledge, data scientists meticulously identify pertinent questions that require answers and source the relevant data for analysis. What is data science in daily life?

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Data Science in FinTech: Roles, Use Cases, and Benefits

Knowledge Hut

Over time, FinTech has evolved to disrupt almost all aspects of financial services, including payments, investments, consumer finance, insurance, securities settlement, cryptocurrencies, etc. FinTech companies depend heavily on FinTech data science to simplify financial decision-making and deliver cutting-edge solutions.