Article, Data Wrangling and ML - Data Science Current

How to Convert Jupyter Notebook into ML Web App?

Analytics Vidhya

APRIL 1, 2022

This article was published as a part of the Data Science Blogathon. Introduction Jupyter Notebook is a web-based interactive computing platform that many data scientists use for data wrangling, data visualization, and prototyping of their Machine Learning models. appeared first on Analytics Vidhya.

ML

ML ML Data Wrangling Data Scientist

Data Wrangling with Python

Mlearning.ai

FEBRUARY 21, 2023

The goal of data cleaning, the data cleaning process, selecting the best programming language and libraries, and the overall methodology and findings will all be covered in this post. Data wrangling requires that you first clean the data. Getting Started First, we need to import the necessary libraries.

Data Wrangling

Data Wrangling Python Data Analysis Data Analysis

Speed up Your ML Projects With Spark

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. Let’s get started.

ML

ML ML EDA Data Wrangling

Webinars

How to Achieve High-Accuracy Results When Using LLMs

MORE WEBINARS

State of Machine Learning Survey Results Part Two

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

Machine Learning Machine Learning Data Wrangling Data Science

Getting Started with AI

Towards AI

AUGUST 25, 2023

How to get started with an AI project Vackground on Unsplash Background Here I am assuming that you have read my previous article on How to Learn AI. Machine learning (ML) is a subset of AI that provides computer systems the ability to automatically learn and improve from experience without being explicitly programmed. 12, 2014. [3]

Machine Learning

Machine Learning Machine Learning AI AI

State of Machine Learning Survey Results Part One

ODSC - Open Data Science

MARCH 6, 2023

In a series of articles, we’d like to share the results so you too can learn more about what the data science community is doing in machine learning. Big data analytics is evergreen, and as more companies use big data it only makes sense that practitioners are interested in analyzing data in-house.

Machine Learning

Machine Learning Machine Learning Data Science Deep Learning

Watch Our Top Virtual Sessions from ODSC West 2023 Here

ODSC - Open Data Science

DECEMBER 7, 2023

ML Pros Deep-Dive into Machine Learning Techniques and MLOps Seth Juarez | Principal Program Manager, AI Platform | Microsoft Learn how new, innovative features in Azure machine learning can help you collaborate and streamline the management of thousands of models across teams. Check out a few of the highlights from each group below.

Data Science

Data Science Data Wrangling Machine Learning Machine Learning

Final ODSC East 2023 Schedule Released! Here’s How You Can Spend Your Week

ODSC - Open Data Science

APRIL 18, 2023

Mini-Bootcamp and VIP Pass holders will have access to four live virtual sessions on data science fundamentals. Confirmed sessions include: An Introduction to Data Wrangling with SQL with Sheamus McGovern, Software Architect, Data Engineer, and AI expert Programming with Data: Python and Pandas with Daniel Gerlanc, Sr.

Data Science

Data Science Data Wrangling Machine Learning Machine Learning

40 Must-Know Data Science Skills and Frameworks for 2023

ODSC - Open Data Science

FEBRUARY 2, 2023

Just as a writer needs to know core skills like sentence structure, grammar, and so on, data scientists at all levels should know core data science skills like programming, computer science, algorithms, and so on. As MLOps become more relevant to ML demand for strong software architecture skills will increase as well.

Data Science

Data Science Data Scientist Computer Science Computer Science

Michael I. Jordan of Berkeley on Learning-Aware Mechanism Design

ODSC - Open Data Science

FEBRUARY 20, 2023

We’ll also have a series of introductory sessions on AI literacy, intros to programming, etc. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

Machine Learning

Machine Learning Machine Learning Data Science Python

Enabling Resilient Machine Learning Systems

ODSC - Open Data Science

JANUARY 25, 2023

The Azure ML team has long focused on bringing you a resilient product, and its latest features take one giant leap in that direction, as illustrated in the graph below (Figure 1). Continue reading to learn more about Azure ML’s latest announcements. This is the motivation behind several of Azure ML’s latest features.

Machine Learning

Machine Learning Machine Learning Azure ML

Training Sessions Coming to ODSC APAC 2023

ODSC - Open Data Science

AUGUST 15, 2023

Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels! Free and paid passes are available now–register here. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

Machine Learning

Machine Learning Machine Learning Data Science Data Scientist

Attend ODSC West Virtual for Free with the Open Pass

ODSC - Open Data Science

OCTOBER 26, 2023

ML Pros Deep-Dive into Machine Learning Techniques and MLOps with Microsoft LLMs in Data Analytics: Can They Match Human Precision? Primer courses include Data Primer SQL Primer Programming Primer with Python AI Primer Data Wrangling with Python LLMs, Gen AI, and Prompt Engineering Register for free here!

Data Science

Data Science Data Wrangling Machine Learning Machine Learning

Roadmap to Learn Data Science for Beginners and Freshers in 2023

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

Data Science Machine Learning Machine Learning Database

Top Data Analytics Skills and Platforms for 2023

ODSC - Open Data Science

APRIL 3, 2023

Skills like effective verbal and written communication will help back up the numbers, while data visualization (specific frameworks in the next section) can help you tell a complete story. Data Wrangling: Data Quality, ETL, Databases, Big Data The modern data analyst is expected to be able to source and retrieve their own data for analysis.

Analytics

Analytics Analytics Data Analyst Data Science

Data Transformation and Feature Engineering: Exploring 6 Key MLOps Questions using AWS SageMaker

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.

AWS

AWS Data Scientist Data Wrangling Data Preparation

How to Ace the Data Science Job Hunt at ODSC East

ODSC - Open Data Science

APRIL 20, 2023

ML Open Source Engineer at WMware’s session “ Do You Know About the People Behind The Tools? Learn how both co-exist and what it means to be part of the ML open-source community. Finally, there is Anna Jung, Sr. The secret is the fully immersive experience that you’ll get. But, you have to act fast as they are in short supply.

Data Science

Data Science Machine Learning Machine Learning Data Wrangling

5 Must-Know Pillars of a Data Science and AI Foundation

ODSC - Open Data Science

MARCH 2, 2023

Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels! Get your ODSC East 2023 Bootcamp ticket while tickets are 50% off! Subscribe to our weekly newsletter here and receive the latest news every Thursday.

Data Science

Data Science SQL Deep Learning Deep Learning

Data Analysis at Warp Speed: Explore the World of Polars

Mlearning.ai

JULY 9, 2023

Goal The objective of this post is to demonstrate how Polars performance is much better than other open-source libraries in a variety of data analysis tasks, such as data cleaning, data wrangling, and data visualization. ? BECOME a WRITER at MLearning.ai // invisible ML // 800+ AI tools Mlearning.ai

Data Analysis

Data Analysis Data Analysis Python Data Scientist

How to Use Exploratory Notebooks [Best Practices]

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. documentation. Aside neptune.ai

SQL

SQL Database Data Scientist Python

How To Learn Python For Data Science?

Pickl AI

NOVEMBER 4, 2024

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. They introduce two primary data structures, Series and Data Frames, which facilitate handling structured data seamlessly.

Data Science

Data Science Python Machine Learning Machine Learning

Containerization of Machine Learning Applications

Heartbeat

DECEMBER 27, 2023

Photo by Ian Taylor on Unsplash This article will comprehensively create, deploy, and execute machine learning application containers using the Docker tool. The article will contain hands-on sessions with practical coding examples as a use case. matplotlib is for data visualization. Why Use Docker for Machine Learning?

Machine Learning

Machine Learning Machine Learning Python ML

Must-Have Prompt Engineering Skills for 2024

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.” It’s a pre-trained model capable of various tasks like text classification, question answering, and sentiment analysis.

Data Science

Data Science Machine Learning Machine Learning Natural Language Processing