ODSC - Open Data Science

MARCH 13, 2023

Recently, we posted the first article recapping our recent machine learning survey. In the second of two articles recapping this survey, we now want to discuss additional findings, such as related skills in machine learning and challenges with implementation. For those reading this article, what blockers prevent deployment?

Machine Learning 94

Machine Learning Machine Learning Data Wrangling Data Science 94

Towards AI

JUNE 25, 2024

As a Python user, I find the {pySpark} library super handy for leveraging Spark’s capacity to speed up data processing in machine learning projects. But here is a problem: While pySpark syntax is straightforward and very easy to follow, it can be readily confused with other common libraries for data wrangling.

ML 75

ML ML EDA Data Wrangling 75

How to Learn Machine Learning

APRIL 26, 2025

This includes duplicate removal, missing value treatment, variable transformation, and normalization of data. Tools like Python (with pandas and NumPy), R, and ETL platforms like Apache NiFi or Talend are used for data preparation before analysis. To know more, read our article on what a Machine Learning engineer is.

Data Science 52

Data Science Data Analyst Data Scientist Machine Learning 52

Towards AI

JUNE 27, 2023

This article is part of the AWS SageMaker series for exploration of ’31 Questions that Shape Fortune 500 ML Strategy’. In the previous article, we discussed how SageMaker enables data scientists to quickly analyze and understand data. This section will focus on running transformations on our transaction data.

AWS 52

AWS Data Scientist Data Wrangling Data Preparation 52

Becoming Human

MAY 15, 2023

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.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” Sagemaker: Provides a cloud-based platform for fine-tuning and deploying LLM models, simplifying workflow and resource management.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

The MLOps Blog

OCTOBER 20, 2023

Nevertheless, many data scientists will agree that they can be really valuable – if used well. And that’s what we’re going to focus on in this article, which is the second in my series on Software Patterns for Data Science & ML Engineering. in a pandas DataFrame) but in the company’s data warehouse (e.g.,

SQL 52

SQL Database Data Scientist Python 52