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

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 83

LLM Machine Learning AI AI 83

AWS Machine Learning Blog

JANUARY 31, 2024

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Vector embeddings are fundamental for LLMs to understand the semantic degrees of language, and also enable LLMs to perform well on downstream NLP tasks like sentiment analysis, named entity recognition, and text classification.

Natural Language Processing 129

Natural Language Processing Machine Learning Computer Vision ML 129

AWS Machine Learning Blog

JANUARY 4, 2024

One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. He holds an MSEE from the University of Michigan, where he worked on computer vision for autonomous vehicles. He also holds an MBA from Colorado State University.

Prompt Engineer 136

Prompt Engineer Prompt Engineering Generative AI LLM 136

AWS Machine Learning Blog

JULY 24, 2024

Einstein has a list of over 60 features, unlocked at different price points and segmented into four main categories: machine learning (ML), natural language processing (NLP), computer vision, and automatic speech recognition. These models are designed to provide advanced NLP capabilities for various business applications.

LLM 122

LLM Machine Learning Auto-complete NLP 122

Marktechpost

JULY 5, 2024

These courses cover foundational topics such as machine learning algorithms, deep learning architectures, natural language processing (NLP), computer vision, reinforcement learning, and AI ethics. Udacity offers comprehensive courses on AI designed to equip learners with essential skills in artificial intelligence.

Data Science 60

Data Science Machine Learning Data Analysis Software Engineer 60

Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). In computer vision, supervised pre-trained models such as Vision Transformer [2] have been scaled up [3] and self-supervised pre-trained models have started to match their performance [4]. Why is it important?  

NLP 52

NLP ML BERT Computational Linguistics 52

AWS Machine Learning Blog

MAY 10, 2023

We cover computer vision (CV), natural language processing (NLP), classification, and ranking scenarios for models and ml.c6g, ml.c7g, ml.c5, and ml.c6i SageMaker instances for benchmarking. 4xlarge; for the PyTorch NLP models, the cost savings is about 30–50% compared to c5 and c6i.4xlarge 4xlarge instances.

Machine Learning 90

Machine Learning Software Development Deep Learning ML 90

AWS Machine Learning Blog

DECEMBER 29, 2022

He specializes in Natural Language Processing (NLP), Large Language Models (LLM) and Machine Learning infrastructure and operations projects (MLOps). Aditi Rajnish is a Second-year software engineering student at University of Waterloo. Her interests include computer vision, natural language processing, and edge computing.

Machine Learning 122

Machine Learning Natural Language Processing Data Scientist Data Analysis 122

AWS Machine Learning Blog

SEPTEMBER 1, 2023

He specializes in machine learning, AI, and computer vision domains, and holds a master’s degree in Computer Science from UT Dallas. His expertise lies in deep learning in the domains of natural language processing (NLP) and computer vision. James Sanders is a Senior Software Engineer at Amazon Web Services.

Generative AI 108

Generative AI Chatbots Machine Learning Deep Learning 108

AWS Machine Learning Blog

DECEMBER 13, 2024

Multiple users such as ML researchers, software engineers, data scientists, and cluster administrators can work concurrently on the same cluster, each managing their own jobs and files without interfering with others. Giuseppe Angelo Porcelli is a Principal Machine Learning Specialist Solutions Architect for Amazon Web Services.

Software Engineer 92

Software Engineer ML Machine Learning Computer Vision 92

AWS Machine Learning Blog

NOVEMBER 30, 2023

With several years software engineering and an ML background, he works with customers of any size to understand their business and technical needs and design AI and ML solutions that make the best use of the AWS Cloud and the Amazon Machine Learning stack.

Machine Learning 121

Machine Learning ML LLM Python 121

Pickl AI

JULY 10, 2024

Natural Language Processing (NLP) allows machines to understand and generate human language, enhancing interactions between humans and machines. Practical applications in NLP, computer vision, and robotics. Topics include Reinforcement Learning, NLP, and Deep Learning. Focus on core software engineering concepts.

Machine Learning 52

Machine Learning Neural Network Deep Learning NLP 52

AWS Machine Learning Blog

APRIL 22, 2024

Typically, HyperPod clusters are used by multiple users: machine learning (ML) researchers, software engineers, data scientists, and cluster administrators. He has worked on projects in different domains, including MLOps, computer vision, and NLP, involving a broad set of AWS services.

Software Engineer 106

Software Engineer Software Development Machine Learning ML 106

ODSC - Open Data Science

JANUARY 25, 2023

To improve the speed of your development cycle and the accuracy of your ML models, Azure ML is now offering the opportunity to leverage the power of automated ML for specific key scenarios, such as vision and natural language processing (NLP) models.

Machine Learning 59

Machine Learning Data Scientist Python ML 59

ODSC - Open Data Science

JANUARY 6, 2025

Robert Brennan, CEO of All HandsAI Robert Brennan leads the development of OpenHands, a fully autonomous AI developer revolutionizing software creation. With 15 years of experience in NLP and developer tools, including roles at Google and Fairwinds, his work is shaping the future of AI-driven development.

Data Science 52

Data Science Data Scientist Machine Learning Software Engineer 52

AWS Machine Learning Blog

DECEMBER 14, 2023

He previously worked in the semiconductor industry developing large computer vision (CV) and natural language processing (NLP) models to improve semiconductor processes using state of the art ML techniques. Majisha Namath Parambath is a Senior Software Engineer at Amazon SageMaker. You can find him on LinkedIn.

Generative AI 118

Generative AI AI Tools ML Auto-complete 118

AWS Machine Learning Blog

JUNE 13, 2023

Abhi Shivaditya is a Senior Solutions Architect at AWS, working with strategic global enterprise organizations to facilitate the adoption of AWS services in areas such as Artificial Intelligence, distributed computing, networking, and storage. Frank Liu is a Software Engineer for AWS Deep Learning.

Auto-complete 86

Auto-complete Deep Learning LLM Machine Learning 86

AWS Machine Learning Blog

AUGUST 8, 2023

With several years software engineering and an ML background, he works with customers of any size to understand their business and technical needs and design AI and ML solutions that make the best use of the AWS Cloud and the Amazon Machine Learning stack.

Machine Learning 77

Machine Learning ML Software Engineer Computer Vision 77

ODSC - Open Data Science

MAY 25, 2023

Generative NLP models in customer service. This session explores our experimentation with generative NLP models to support financial advisors in their daily client interactions. In this talk, we’ll look into both the limitations and merits of these programs and what they mean for the future of software development.

Machine Learning 52

Machine Learning Data Science Data Scientist Large Language Models 52

Pickl AI

OCTOBER 28, 2024

Collaborating with Teams: Working alongside data scientists, software engineers, and business stakeholders to align AI initiatives with organisational goals. Specialised skills in areas like Machine Learning, Natural Language Processing (NLP) , and Deep Learning can also command premium pay.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Engineer Machine Learning 52

AWS Machine Learning Blog

APRIL 7, 2023

As an example, smart venue solutions can use near-real-time computer vision for crowd analytics over 5G networks, all while minimizing investment in on-premises hardware networking equipment. Mohammed holds a bachelor’s degree in Telecommunications Engineering from Concordia University.

BERT 93

BERT Metadata Natural Language Processing ML 93

AWS Machine Learning Blog

FEBRUARY 20, 2024

Her primary areas of interest encompass Deep Learning, with a focus on GenAI, Computer Vision, NLP, and time series data prediction. Ethan Cumberland is an AI Research Engineer at ZOO Digital, where he works on using AI and Machine Learning as assistive technologies to improve workflows in speech, language, and localisation.

Metadata 115

Metadata Auto-complete Machine Learning Deep Learning 115

AWS Machine Learning Blog

MARCH 31, 2023

He specializes in Natural Language Processing (NLP), Large Language Models (LLM) and Machine Learning infrastructure and operations projects (MLOps). Aditi Rajnish is a Second-year software engineering student at University of Waterloo. Her interests include computer vision, natural language processing, and edge computing.

IDP 75

IDP Natural Language Processing Machine Learning Software Engineer 75

AWS Machine Learning Blog

MAY 31, 2023

With several years software engineering an ML background, he works with customers of any size to deeply understand their business and technical needs and design AI and Machine Learning solutions that make the best use of the AWS Cloud and the Amazon Machine Learning stack.

Python 95

Python Machine Learning Auto-complete Data Scientist 95

AWS Machine Learning Blog

JANUARY 20, 2023

Christopher earned his Bachelor of Science in Computer Science from Northeastern Illinois University. Emmy Award winner Sam Kinard is a Senior Manager of Software Engineering at CCC Intelligent Solutions. There was a strong need to design and implement this architecture as an asynchronous model.

AI Modeling 74

AI Modeling Computer Vision AI AI 74

AWS Machine Learning Blog

SEPTEMBER 3, 2024

He previously worked in the semiconductor industry developing large computer vision (CV) and natural language processing (NLP) models to improve semiconductor processes using state of the art ML techniques. He focuses on helping customers build, train, deploy and migrate machine learning (ML) workloads to SageMaker.

Big Data 108

Big Data ML Data Scientist Machine Learning 108

AWS Machine Learning Blog

MARCH 30, 2023

He is passionate about recommendation systems, NLP, and computer vision areas in AI and ML. Abhishek Mangal is a Software Engineer for Amazon Personalize and works on architecting software systems to serve customers at scale. Anchit Gupta is a Senior Product Manager for Amazon Personalize.

Machine Learning 93

Machine Learning Python ML Software Engineer 93

Pickl AI

SEPTEMBER 18, 2024

Their work environments are typically collaborative, involving teamwork with Data Scientists, software engineers, and product managers. Team Collaboration Machine Learning projects often involve cross-functional teams, including Data Scientists, software engineers, and business analysts.

Machine Learning 52

Machine Learning Natural Language Processing Algorithm Software Engineer 52

AWS Machine Learning Blog

FEBRUARY 2, 2024

Embeddings capture the information content in bodies of text, allowing natural language processing (NLP) models to work with language in a numeric form. He holds an MSEE from the University of Michigan, where he worked on computer vision for autonomous vehicles. Randy DeFauw is a Senior Principal Solutions Architect at AWS.

ETL 111

ETL DevOps LLM Generative AI 111

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Her expertise spans GenAI, ASR, Computer Vision, NLP, and time series prediction models. Bishesh Adhikari , is a Senior ML Prototyping Architect at AWS with over a decade of experience in software engineering and AI/ML. In his free time, he enjoys hiking, traveling, and spending time with family and friends.

NLP 85

NLP ML Software Engineer LLM 85

Mlearning.ai

AUGUST 6, 2023

The first few months were intense, more so for someone who came from an Engineering background and who had never seen the command terminal in his entire life. There was no honeymoon. However, nothing is ever easy, and good things must be earned. Once you do that, you lose credibility. I also know that such unicorns, though rare, do exist.

Data Science 52

Data Science Machine Learning Data Scientist Computer Vision 52

ODSC - Open Data Science

JULY 19, 2023

The people associated with this phase are primarily ML Engineers. The repository also features architecture specifically designed for Computer Vision (CV) and Natural Language Processing (NLP) use cases. Additional architecture tailored for Azure ML + Spark and IoT (Internet of Things) Edge scenarios are in development.

Machine Learning 52

Machine Learning Data Drift Data Science Data Scientist 52

AWS Machine Learning Blog

APRIL 16, 2024

The advancement of LLMs has significantly impacted natural language processing (NLP)-based SQL generation, allowing for the creation of precise SQL queries from natural language descriptions—a technique referred to as Text-to-SQL. Varun Shah is a Software Engineer working on Amazon SageMaker Studio at Amazon Web Services.

Data Scientist 109

Data Scientist Generative AI Machine Learning ML 109

ODSC - Open Data Science

JANUARY 7, 2025

Theyre looking for people who know all related skills, and have studied computer science and software engineering. As MLOps become more relevant to ML demand for strong software architecture skills will increase aswell. While knowing Python, R, and SQL is expected, youll need to go beyond that.

Data Scientist 40

Data Scientist Data Science Deep Learning Machine Learning 40

Pickl AI

OCTOBER 3, 2024

Cost Efficiency Developing AI solutions traditionally requires a team of data scientists and software engineers, which can be prohibitively expensive for many organisations, particularly small and medium-sized enterprises (SMEs).

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Automation AI Tools 52

Pickl AI

OCTOBER 20, 2024

Diverse career paths : AI spans various fields, including robotics, Natural Language Processing , computer vision, and automation. Example Beginner-Level AI Projects Image recognition : Computer vision techniques recognise objects in images, such as classifying images of cats and dogs. Lakhs to ₹23.4

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52