ODSC - Open Data Science

JULY 12, 2024

We couldn’t be more excited to announce two new tracks and updates to some of our most popular tracks for ODSC West 2024 this October 29th-31st. Here’s a bit more on what you can expect from these tracks.

Deep Learning 40

Deep Learning Deep Learning Data Science Natural Language Processing 40

Pickl AI

FEBRUARY 7, 2025

Types of Machine Learning Machine Learning is divided into three main types based on how the algorithm learns from the data: Supervised Learning In supervised learning , the algorithm is trained on labelled data. The model learns from the input-output pairs and predicts outcomes for new data.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Pickl AI

NOVEMBER 13, 2024

Text Augmentation In Natural Language Processing (NLP), text augmentation plays a crucial role in enhancing the diversity of text data. Natural Language Processing (NLP) In NLP, Data Augmentation helps improve text classification, sentiment analysis, and machine translation. billion in 2024 to $91.46

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Natural Language Processing 52

Pickl AI

OCTOBER 24, 2024

AI refers to the broader concept of creating smart systems that can perform tasks like reasoning and problem-solving, while ML is a subset focused on enabling machines to learn patterns from data. This article compares Artificial Intelligence vs Machine Learning to clarify their distinctions.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Pickl AI

DECEMBER 9, 2024

The global Machine Learning market is rapidly growing, projected to reach US$79.29bn in 2024 and grow at a CAGR of 36.08% from 2024 to 2030. This blog aims to clarify the concept of inductive bias and its impact on model generalisation, helping practitioners make better decisions for their Machine Learning solutions.

Machine Learning 52

Machine Learning Machine Learning Decision Trees Natural Language Processing 52

Pickl AI

NOVEMBER 28, 2024

The programming language market itself is expanding rapidly, projected to grow from $163.63 billion in 2024, at a CAGR of 10.7%. R and Other Languages While Python dominates, R is also an important tool, especially for statistical modelling and data visualisation. billion in 2023 to $181.15

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

JANUARY 16, 2024

As humans, we learn a lot of general stuff through self-supervised learning by just experiencing the world. Natural language processing itself shouldn’t just focus on text. Then in some cases, even the expert oncologist needs the patient’s chart and/or relevant academic literature.

Supervised Learning 52

Supervised Learning AI AI Algorithm 52

Flipboard

APRIL 4, 2025

Large language models (LLMs) can be used to perform natural language processing (NLP) tasks ranging from simple dialogues and information retrieval tasks, to more complex reasoning tasks such as summarization and decision-making. 2024) favor DPO whereas Ivison et al. 2024) favor RLHF/RLAIF.

AI 148

AI AI Algorithm Artificial Intelligence 148