ODSC - Open Data Science

SEPTEMBER 17, 2024

As the demand for AI and machine learning continues to surge, software engineers looking to enter the era of AI smoothly need to familiarize themselves with key frameworks and tools. Machine Learning AI Frameworks for Software Engineering Scikit-learn Scikit-learn is a popular open-source machine learning library in Python.

Software Engineer 52

Software Engineer Neural Network Deep Learning Convolutional Neural Networks 52

Unite.AI

JANUARY 28, 2025

In SWE-bench, which evaluates software engineering tasks, DeepSeek R1 scored 49.2%, compared to OpenAI o1's 48.9%. While it slightly lags in mathematics and reasoning-specific tasks, OpenAI o1 compensates with its speed and adaptability in NLP applications. and 90.8%, respectively, slightly lower than OpenAI o1.

OpenAI 147

OpenAI Natural Language Processing Explainable AI Explainability 147

Unite.AI

JANUARY 13, 2025

My journey in the database field spans over 15 years, including six years as a software engineer at Oracle, where I was a founding member of the Oracle 12c Multitenant Database team. Advances in NLP showed how unstructured data could be transformed into vector embeddings, unlocking its semantic meaning.

Data Scarcity 147

Data Scarcity ETL Data Ingestion Software Engineer 147

Unite.AI

JULY 3, 2024

Similar to word embeddings in natural language processing (NLP), code embeddings position similar code snippets close together in the vector space, allowing machines to understand and manipulate code more effectively. This is crucial for various AI-driven software engineering tasks, such as code search, completion, bug detection, and more.

Neural Network 195

Neural Network Software Engineer Python Natural Language Processing 195

Unite.AI

SEPTEMBER 11, 2023

In simple terms, it's as if you've turned a highly coordinated team of software engineers into an adaptable, intelligent software system. Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs. The data indicated an average cost of just $1.09

Python 328

Python Software Development OpenAI Software Engineer 328

ODSC - Open Data Science

DECEMBER 27, 2024

His open-source project, OpenHands , aims to empower developers by automating tedious tasks, enhancing productivity, and reimagining the role of the software engineer. His work in REST APIs and Kubernetes laid the foundation for OpenHands, combining his love for NLP and developer tools.

Software Development 52

Software Development Software Engineer AI Natural Language Processing 52

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution.

Software Engineer 52

Software Engineer Software Development Large Language Models LLM 52

Flipboard

DECEMBER 3, 2024

The agent uses natural language processing (NLP) to understand the query and uses underlying agronomy models to recommend optimal seed choices tailored to specific field conditions and agronomic needs. What corn hybrids do you suggest for my field?”.

Generative AI 149

Generative AI Metadata Machine Learning Natural Language Processing 149

IBM Journey to AI blog

AUGUST 12, 2024

It helps companies streamline and automate the end-to-end ML lifecycle, which includes data collection, model creation (built on data sources from the software development lifecycle), model deployment, model orchestration, health monitoring and data governance processes.

Big Data 266

Big Data DevOps Automation Machine Learning 266

ODSC - Open Data Science

MARCH 12, 2025

AI engineering extended this by integrating AI systems more deeply into software engineering pipelines, making it a crucial field as AI applications became more sophisticated and embedded in real-world systems. Takeaway: The industrys focus has shifted from building models to making them robust, scalable, and maintainable.

Data Science 52

Data Science ETL Machine Learning AI Engineer 52

Unite.AI

SEPTEMBER 27, 2023

The bank is exploring the power of generative AI to fortify its software engineering domain. Augmenting Customer Interaction: The financial world is witnessing a revolution in customer service, thanks to generative AI-powered NLP models. Not resting on here, the bank has also set an ambitious target: adding as high as $1.5

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

ODSC - Open Data Science

MARCH 20, 2025

Day 1: Tuesday, May13th The first official day of ODSC East 2025 will be chock-full of hands-on training sessions and workshops from some of the leading experts in LLMs, Generative AI, Machine Learning, NLP, MLOps, and more.

Data Science 52

Data Science LLM NLP Machine Learning 52

John Snow Labs

MAY 15, 2023

The underlying principles behind the NLP Test library: Enabling data scientists to deliver reliable, safe and effective language models. However, today there is a gap between these principles and current state-of-the-art NLP models. These findings suggest that the current NLP systems are unreliable and flawed.

NLP 52

NLP Data Scientist Software Engineer Responsible AI 52

Towards AI

FEBRUARY 15, 2024

These statistics only show a glimpse of the opportunities the AI-based job market brings to engineers wanting to pursue a career in the US. Day in the Life of an AI engineer AI engineers work in various industries as specialists in data science, software engineering, and programming.

AI Engineer 111

AI Engineer Software Engineer Artificial Intelligence Artificial Intelligence 111

AWS Machine Learning Blog

MARCH 4, 2024

However, when employing the use of traditional natural language processing (NLP) models, they found that these solutions struggled to fully understand the nuanced feedback found in open-ended survey responses. Traditional NLP methods will identify topics as “hardships,” “disappointed,” “kind staff,” and “get through tough times.”

NLP 126

NLP Prompt Engineering Prompt Engineer LLM 126

John Snow Labs

SEPTEMBER 26, 2023

Experts Share Perspectives on How Advanced NLP Technologies Will Shape Their Industries and Unleash Better & Faster Results. to be precise) of data scientists and engineers plan to deploy Large Language Model (LLM) applications into production in the next 12 months or “as soon as possible.”

NLP 52

NLP Large Language Models Data Scientist LLM 52

ODSC - Open Data Science

SEPTEMBER 19, 2023

Prompt engineers take on this challenge by optimizing LLMs to process and generate content at scale. This task involves a combination of software engineering expertise and computational efficiency. Engineers delve into the architecture of LLMs, identifying potential bottlenecks and areas for improvement.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Software Engineer 98

Unite.AI

JULY 1, 2024

Rob has over 20 years of experience in software engineering, product management, operations, and the development of leading-edge artificial intelligence and web-scale technologies. In the same way software engineers and QA can scan, test and validate their code, we provide the same capabilities for AI models.

Explainability 173

Explainability Software Engineer AI Modeling Responsible AI 173

AWS Machine Learning Blog

MARCH 22, 2024

He partners with software companies to architect and implement cloud-based solutions on AWS. Before joining AWS, he worked for AWS customers and partners in software engineering, consulting, and architecture roles for 8+ years. Matt Middleton is the Senior Product Partner Ecosystem Manager at Contentful.

Large Language Models 115

Large Language Models Natural Language Processing NLP Software Engineer 115

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. models, specifically Codex and InstructGPT, in answering and reasoning about real-world medical questions.

Natural Language Processing 204

Natural Language Processing Large Language Models Data Scarcity LLM 204

Chatbots Life

MAY 12, 2023

As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about. We will discuss how models such as ChatGPT will affect the work of software engineers and ML engineers. Will ChatGPT replace software engineers?

ChatGPT 90

ChatGPT Software Engineer NLP ML Engineer 90

Explosion

JUNE 18, 2021

In this blog post, I’m going to discuss some of the biggest challenges for applied NLP and translating business problems into machine learning solutions. This blog post is based on talks I gave at the “Teaching NLP” workshop at NAACL 2021 and the L3-AI online conference. I call this “Applied NLP Thinking”. So where do you start?

NLP 52

NLP Machine Learning Natural Language Processing DevOps 52

AWS Machine Learning Blog

MARCH 18, 2024

Harish Tummalacherla is Software Engineer with Deep Learning Performance team at SageMaker. He works on performance engineering for serving large language models efficiently on SageMaker. He’s passionate about distributed Deep Learning Systems. Outside of work, he enjoys reading books, fiddling with the guitar, and making pizza.

LLM 127

LLM Deep Learning Machine Learning Large Language Models 127

Towards AI

AUGUST 25, 2023

NLP and Matching Engine Resumes and job descriptions are encoded into dense vector representations using a language model such as GPT or a custom fine-tuned model. NLP and Matching Engine: The AI Ballet Ah, NLP, the crown jewel of our ensemble! They are preprocessed to clean and tokenize the text. subscribe ? ,

Data Ingestion 98

Data Ingestion NLP Large Language Models Software Engineer 98

Marktechpost

SEPTEMBER 25, 2024

Green software engineering, highlighted by Gartner as a key trend for 2024, focuses on addressing this issue. The study highlights dynamic quantization’s benefits and suggests future work on NLP models, multimodal applications, and TensorFlow optimizations. Check out the Paper.

Machine Learning 104

Machine Learning ML Software Engineer ML Engineer 104

AWS Machine Learning Blog

OCTOBER 30, 2023

text = """Summarize this content - Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents. About the authors Evan Kravitz is a software engineer at Amazon Web Services, working on SageMaker JumpStart. He is interested in the confluence of machine learning with cloud computing.

Natural Language Processing 118

Natural Language Processing Machine Learning Software Engineer Algorithm 118

ODSC - Open Data Science

DECEMBER 19, 2023

Machine learning engineers use their knowledge of machine learning algorithms, programming languages, and data science tools to build models that can be used to automate tasks and make predictions. They work closely with data scientists, software engineers, and business analysts to ensure that the models are accurate and effective.

AI Product Manager 96

AI Product Manager AI Product Management Prompt Engineer Prompt Engineering 96

ODSC - Open Data Science

MARCH 13, 2023

They are experts in machine learning, NLP, deep learning, data engineering, MLOps, and data visualization. Fan Staff Software Engineer | Quansight Labs As a maintainer for scikit-learn, an open-source machine learning library for Python, and skorch, a neural network library that wraps PyTorch, Thomas J.

Data Science 80

Data Science Machine Learning Deep Learning Software Engineer 80

ODSC - Open Data Science

MAY 22, 2023

Introduction to Data Analysis Using Pandas Stefanie Molin | Software Engineer, Data Scientist, Chief Information Security Office | Bloomberg LP | Author of Hands-On Data Analysis with Pandas This session will equip you with the knowledge you need to effectively use pandas to make working with data easier.

Data Science 97

Data Science Python Machine Learning Data Analysis 97

Flipboard

FEBRUARY 10, 2025

He is currently focused on combining his background in software engineering, DevOps, and machine learning to help customers deliver machine learning workflows at scale. Bobby Lindsey is a Machine Learning Specialist at Amazon Web Services. Hes been in technology for over a decade, spanning various technologies and multiple roles.

LLM 161

LLM AI AI Python 161

ODSC - Open Data Science

MARCH 28, 2023

Machine Learning for Finance Focused on the tools and skills that are becoming increasingly essential in the finance industry, this track will help you identify and grow the software engineering skills you need to excel as a data scientist in finance.

Data Science 92

Data Science Deep Learning Machine Learning Neural Network 92

Towards AI

JANUARY 6, 2025

AI engineering professional certificate by IBM AI engineering professional certificate from IBM targets fundamentals of machine learning, deep learning, programming, computer vision, NLP, etc. However, you are expected to possess intermediate coding experience and a background as an AI ML engineer; to begin with the course.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Computer Vision Deep Learning 105

Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). If CNNs are pre-trained the same way as transformer models, they achieve competitive performance on many NLP tasks [28].   Popularized by GPT-3 [32] , prompting has emerged as a viable alternative input format for NLP models.

NLP 52

NLP ML BERT Computational Linguistics 52

Flipboard

SEPTEMBER 25, 2023

We borrow proven techniques from the latest in NLP (natural language processing) academia to build evaluation tooling that any software engineer can use. Devs shouldn’t be neck-deep in evaluation pipelines just to test their software, so we solve that complexity for them. What’s your secret sauce?

Large Language Models 169

Large Language Models Explainability Natural Language Processing Software Engineer 169

AWS Machine Learning Blog

NOVEMBER 1, 2023

Amazon Comprehend is a fully managed and continuously trained natural language processing (NLP) service that can extract insight about the content of a document or text. Jeff Newburn is a Senior Software Engineering Manager leading the Data Engineering team at Logikcull – A Reveal Technology.

Software Engineer 114

Software Engineer Metadata Machine Learning NLP 114

AWS Machine Learning Blog

OCTOBER 23, 2024

He focuses on Deep learning including NLP and Computer Vision domains. David Dellsperger is a Senior Staff Software Engineer and Technical Lead of the Agent Creator product at SnapLogic. He helps customers achieve high performance model inference on SageMaker.

Generative AI 81

Generative AI IDP LLM Automation 81

AWS Machine Learning Blog

MARCH 13, 2025

Pranav specializes in multimodal architectures, with deep expertise in computer vision (CV) and natural language processing (NLP). He has over 20 years of experience as a full stack software engineer, and has spent the past 5 years at AWS focused on the field of machine learning.

LLM 94

LLM Machine Learning AI AI 94