Flipboard

JULY 10, 2023

During training, the input data is intentionally corrupted by adding noise, while the target remains the original, uncorrupted data. The autoencoder learns to reconstruct the clean data from the noisy input, making it useful for image denoising and data preprocessing tasks. Or requires a degree in computer science?

Deep Learning 130

Deep Learning Deep Learning Machine Learning Machine Learning 130

Pickl AI

MAY 30, 2024

Understanding Data Science Data Science involves analysing and interpreting complex data sets to uncover valuable insights that can inform decision-making and solve real-world problems. You will collect and clean data from multiple sources, ensuring it is suitable for analysis.

Data Analysis 52

Data Analysis Data Analysis Data Science Exploratory Data Analysis 52

Pickl AI

JANUARY 17, 2023

In a business environment, a Data Scientist is involved to work with multiple teams laying out the foundation for analysing data. This implies that as a Data Scientist, you would engage in collecting, analysing and cleaning data gathered from multiple sources.

Data Scientist 52

Data Scientist Data Science Machine Learning Machine Learning 52

AWS Machine Learning Blog

FEBRUARY 10, 2023

He has been with the Next Gen Stats team for the last seven years helping to build out the platform from streaming the raw data, building out microservices to process the data, to building API’s that exposes the processed data. Outside of work, he enjoys cycling in Los Angeles and hiking in the Sierras.

ML 79

ML ML Machine Learning Machine Learning 79

Pickl AI

MAY 29, 2024

By the end of this blog, you will feel empowered to explore the exciting world of Data Science and achieve your career goals. It involves using various techniques, such as data mining, Machine Learning, and predictive analytics, to solve complex problems and drive business decisions.

Data Scientist 52

Data Scientist Data Science Machine Learning Machine Learning 52

Pickl AI

DECEMBER 3, 2024

Connection to the University of California, Irvine (UCI) The UCI Machine Learning Repository was created and is maintained by the Department of Information and Computer Sciences at the University of California, Irvine. NumPy and SciPy can also help apply statistical methods for data imputation and feature transformation.

Machine Learning 52

Machine Learning Machine Learning Clustering Supervised Learning 52

AWS Machine Learning Blog

MAY 5, 2023

Jason Corso is co-founder and CEO of Voxel51, where he steers strategy to help bring transparency and clarity to the world’s data through state-of-the-art flexible software. In his free time, Jason enjoys spending time with his family, reading, being in nature, playing board games, and all sorts of creative activities.

Machine Learning 92

Machine Learning Machine Learning AWS ML 92

Pickl AI

SEPTEMBER 12, 2024

Data cleaning identifies and addresses these issues to ensure data quality and integrity. Data Analysis: This step involves applying statistical and Machine Learning techniques to analyse the cleaned data and uncover patterns, trends, and relationships.

Data Analyst 52

Data Analyst Data Science Machine Learning Machine Learning 52

Snorkel AI

APRIL 28, 2023

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. In this case, you can also use fairness as an objective for data debugging.

ML 52

ML ML Machine Learning Machine Learning 52

Snorkel AI

APRIL 28, 2023

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. In this case, you can also use fairness as an objective for data debugging.

ML 52

ML ML Machine Learning Machine Learning 52