ODSC - Open Data Science

JUNE 22, 2023

While standard security measures such as passwords, multi-factor authentication, and antivirus/antimalware programs are effective, data lakes also have unique security requirements. To manage a data lake, organizations should have an understanding of how the data is used, its applications, and how many people have access to the data lake.

Data Ingestion 98

Data Ingestion Data Science Automation AI 98

IBM Journey to AI blog

JANUARY 24, 2024

The organization’s choice will depend on the category of the target organization, the goal of the pen test and the scope of the security test. The online space continues to grow rapidly, opening more opportunities for cyberattacks to occur within a computer system, network, or web application. What is penetration testing?

Automation 184

Automation 184

TheSequence

MAY 29, 2023

This successful implementation demonstrates how responsible AI and high-performing models can align. We’re going to show how Human-in-the-Loop can be put to effective use in building responsible AI tools, using the example of StarCoder, a code LLM. The risks of harmful results do not align with the principles of Responsible AI.

LLM 52

LLM Responsible AI Natural Language Processing Software Engineer 52

Pickl AI

FEBRUARY 29, 2024

Summary: Data Blending in Tableau is helpful in deriving multiple sources to gain comprehensive insights. It allows analysts to merge datasets seamlessly, leveraging common fields or dimensions for correlation analysis. Ultimately, Data Blending in Tableau fosters a deeper understanding of data dynamics and drives informed strategic actions.

Metadata 52

Metadata Data Analysis Data Science Actionable Intelligence 52

AWS Machine Learning Blog

MAY 17, 2023

To address this, we show you how to easily prepare and train a best-in-class ML classification model on this problem. Configure AWS Identity and Access Management (IAM) roles for Snowflake and create a Snowflake integration. During drilling, wireline logs are obtained, which have depth-dependent geologic information.

Data Scientist 73

Data Scientist ML Machine Learning Data Science 73

The MLOps Blog

OCTOBER 20, 2023

How can we make sure this model outperforms the previous one? How has this AB test performed? Nevertheless, many data scientists will agree that they can be really valuable – if used well. I’ll show you best practices for using Jupyter Notebooks for exploratory data analysis. These tools gained significant adoption among researchers.

Data Scientist 52

Data Scientist Python Explainability ETL 52

AWS Machine Learning Blog

APRIL 19, 2023

In this post, we provide an overview of how you can get started with training an Amazon Comprehend custom document classification model. In this post, we provide an overview of how you can get started with training an Amazon Comprehend custom document classification model. Document types may vary from PDF, Word, images, and so on.

Categorization 75

Categorization Machine Learning Natural Language Processing ML 75

Mlearning.ai

DECEMBER 21, 2023

Design patterns in software engineering are typical solutions to common problems in software design. They represent best practices, evolved over time, and are a toolkit for software developers to solve common problems efficiently. class Singleton: _instance = None def __new__(cls): if cls. Why Design Patterns Matter?

Software Engineer 52

Software Engineer Software Development DevOps Algorithm 52

The MLOps Blog

MAY 10, 2023

These 3 operations work in harmony to simplify the whole model management process. These 3 operations work in harmony to simplify the whole model management process. It is crucial to save, store, and package these models for their future use and deployment to production. Usually, all ML and DL models provide some kind of method (eg.

Python 106

Python Metadata ML Deep Learning 106

ML Review

FEBRUARY 26, 2018

How can you tell whether your shop assistant is a person or a robot? Standard IHCI flow AliMe’s Stratified Framework The majority of intelligent matching processes in use today fall into three main categories- rule-based matching, retrieval, and DL. FAQs such as “What should I do if I’ve forgotten my password?”

Robotics 52

Robotics Deep Learning Chatbots Natural Language Processing 52

Heartbeat

DECEMBER 27, 2023

This host kernel sharing makes containers lightweight, faster to boot, efficient resource management, and more accessible and faster to deliver applications than VMs. It is an open-source tool for building, deploying, and managing containerized applications. What is Virtualization?

Machine Learning 52

Machine Learning Python ML Categorization 52