ODSC - Open Data Science

NOVEMBER 30, 2023

Our Cyber Week Deal is now live! Get the deal before it runs out! Dan will address the four categories of catastrophic AI risks: malicious use, AI race, organizational risks, and rogue AIs. Including what they are, why you should be using them, and practical guides to get you started. Discover Dash Enterprise 5.2

Large Language Models 98

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 98

Marktechpost

APRIL 4, 2024

Specifically, this involves constructing a tree that organizes items based on semantic attributes such as categories, subcategories, and keywords, creating a manageable hierarchy from an extensive list of items. recall, ranking, re-ranking) through a chain of recommendations.

LLM 125

LLM Large Language Models ChatGPT ML 125

Marktechpost

FEBRUARY 24, 2024

To deal with the challenges posed by limited underwater image datasets and image quality degradation, a research team from China recently published a new paper proposing innovative solutions. This network uses three convolutional layers to expand the dataset by producing higher-resolution images after several training cycles.

Deep Learning 91

Deep Learning Robotics Algorithm Machine Learning 91

Marktechpost

MARCH 12, 2024

Text, structured data, photos, audio, and video are just a few content categories in ML datasets. Additionally, it makes it harder to create essential tools for dealing with huge datasets. Even among datasets that include the same subject matter, there is no standard layout of files or data formats.

Metadata 101

Metadata Machine Learning ML Data Discovery 101

Towards AI

FEBRUARY 1, 2024

I know it’s something we all deal with, so I’m curious: how do you tackle it? Share how you deal with procrastination, or find inspiration in the thread! This week, the community was active, with exciting contributions and opportunities. I’d also chat about procrastination. Share your thoughts in this week’s poll! AI poll of the week!

Data Mining 98

Data Mining Large Language Models AI AI 98

Aiiot Talk

DECEMBER 23, 2023

Implement Authentication Measures Authentication measures fall into three categories — something you know, have or are — which include passwords, multi-factor authentication or biometrics. Audit Vendor Security You might have a lot to deal with during the holiday season, but you should consider scheduling a meeting with your vendors.

Robotics 130

Robotics Artificial Intelligence Artificial Intelligence Automation 130

Marktechpost

JULY 7, 2023

It turns out that almost all of these LLMs (open-sourced) and projects deal with major security concerns, which the experts have categorized as follows: 1. Data management Risk Data leakage and training data poisoning fall under the data management risks category.

LLM 103

LLM Explainability Large Language Models Machine Learning 103

Marktechpost

JANUARY 18, 2024

Components of a GPU Cluster A GPU Cluster has two main categories of components – hardware and software. Use Cases of GPU Clusters As mentioned earlier, GPU Clusters are required when dealing with memory-intensive tasks like Computer Vision and Natural Language Processing.

Neural Network 122

Neural Network Deep Learning Natural Language Processing Computer Vision 122

IBM Journey to AI blog

NOVEMBER 24, 2023

There is huge potential of duplicate APIs existing across the domains, leading to higher total cost of ownership for maintaining the large API portfolio and operational challenges of dealing with API duplication and overlap. In addition, teams were able to identify key API categories for building right operational resilience.

Generative AI 250

Generative AI Auto-complete DevOps Automation 250

Towards AI

MAY 3, 2024

This is followed by 2 dense layers, which classify the images into 10 categories based on the features. As you can see, we are dealing with relatively simple formats, and using relatively simple, well-established technologies (convolutional networks, vision transformers, etc.), a significant impact can be achieved here.

Neural Network 76

Neural Network Categorization Metadata AI 76

Becoming Human

MARCH 16, 2023

Methods like unsupervised learning also fail in scenarios where different sub-categories of the same object need to be classified — for instance, trying to identify different breeds of dogs. Even if search engines may be trained on dozens of different categories of images, individuals can still supply them with new things to look for.

Computer Vision 127

Computer Vision Deep Learning Machine Learning Artificial Intelligence 127

IBM Journey to AI blog

JULY 26, 2023

By evaluating each expense category, decision-makers gain better visibility into the cost structure of the organization. Evaluate Expenses: Review each expense category, including recurring expenses such as subscriptions, and question their necessity and relevance.

Data Integration 153

Data Integration Artificial Intelligence Artificial Intelligence Machine Learning 153

O'Reilly Media

APRIL 4, 2024

OpenAI is also skimming the cream, quickly dominating some of the most profitable categories—image generation, video generation, speech synthesis, computer programming—that in a well-functioning market would be explored by dozens or hundreds of competing efforts, until one or two find the winning combination of product and business model.

OpenAI 61

OpenAI AI AI Artificial Intelligence 61

Marktechpost

AUGUST 8, 2023

While they strive to create innovative models for various products, they often find themselves spending a significant amount of time dealing with infrastructure complexities instead of focusing solely on their models.

Machine Learning 97

Machine Learning ML Engineer Data Ingestion ML 97

Heartbeat

JANUARY 24, 2024

Plotting histogram Output Output of histogram Usage of Histogram: It is generally used when dealing with large datasets and to detect any unusual activities or gaps in the data. The bar height for each bin is then calculated based on the number of values inside that bin’s range. It is often known as the “second histogram.”

Data Analysis 52

Data Analysis Categorization Data Scientist Machine Learning 52

Pickl AI

AUGUST 31, 2023

Aggregated Tabulation: When dealing with larger datasets, aggregated tabulation becomes invaluable. Aggregated tabulation is particularly useful for analyzing trends and patterns within distinct categories. This method is the foundation of more advanced tabulation techniques.

Python 52

Python Data Analysis Categorization Data Science 52

Towards AI

FEBRUARY 13, 2024

Voice artists can share their professional voice clones with the ElevenLabs community, earn rewards in a completely self-serve way, and work on licensing deals with ElevenLabs to create high-quality ElevenLabs Default Voices. Artists can also decide what content categories their voice can be used for.

Metadata 102

Metadata OpenAI AI AI 102

IBM Journey to AI blog

OCTOBER 16, 2023

Facebook also uses ML to monitor Messenger chats for scams or unwanted contacts, such as when an adult sends a great deal of friend or message requests to people under 18. This allows you to craft personalized responses based on category, which saves time, and such customization can help improve your conversion rate.

Machine Learning 129

Machine Learning ML Algorithm Chatbots 129

IBM Journey to AI blog

MARCH 8, 2024

The European Union’s Green Deal Industrial Plan, India’s Production Linked Incentives (PLI) and the Inflation Reduction Act (IRA) in the US are all policies designed to further stimulate the integration of sustainable energy. To develop renewable energy technology, governments are turning to various public policy measures.

ESG 188

ESG 188

Becoming Human

AUGUST 15, 2023

Instead, it is a fundamental tool for classification tasks, helping us predict whether something belongs to one of two categories, like yes/no, true/false, or spam/not spam. Instead, it deals with binary classification problems. Despite its name, it has nothing to do with handling logistics or moving goods. What is Logistic Regression?

Machine Learning 52

Machine Learning Algorithm Data Science Computer Vision 52

Unite.AI

OCTOBER 17, 2023

Guarantee data availability: Ensure that AI has access to comprehensive customer data, or if your data is incomplete, find a way to deal with it. I measure categories like monthly spending and frequency of purchases for each of these segments as this helps me have a better understanding of my customers.

AI 277

AI AI Machine Learning Algorithm 277

Towards AI

FEBRUARY 25, 2023

What’s missing from the data, and how do you deal with it? Pandas have 7 types in general: object, int64, float64, category, and datetime64 are going to be covered in this article. The type of missing data will influence how you deal with filling in the missing values. The Shape of the Data Use ‘.shape’ bool: True/False values.

Data Analysis 97

Data Analysis Data Science Machine Learning AI 97

Towards AI

FEBRUARY 14, 2023

But when dealing with huge amounts of data, Pandas can become limited and cause memory problems. Objects and Category· 8. To overcome these issues, you can use other tools like Dask or Polar. This article will give you some tips to try before switching to another tool. Table Of Content · 1. Reading the Data· 2. Memory Usage· 3.

Explainability 94

Explainability Data Science AI AI 94

Marktechpost

JULY 11, 2023

It presently has 20 actual FL datasets with small, medium, and large sizes for a wide range of task categories, including image classification, object identification, word prediction, speech recognition, and reinforcement learning. FedScale Runtime to standardize and simplify FL assessment in more realistic conditions.

Machine Learning 86

Machine Learning ML Algorithm Artificial Intelligence 86

Topbots

JUNE 22, 2023

The response should be in one line with format company name in normal case followed by upper cased sentiment category in sequence separated by a semicolon:nn" prompt = """ + df['company'] + """ + " [" + df['title'] + ")]" return initial_txt + 'n'.join(prompt.tolist())

Machine Learning 111

Machine Learning ChatGPT Natural Language Processing Categorization 111

Snorkel AI

APRIL 27, 2023

It constantly spins up and tears down nodes and pods, and Kubernetes expects the services running on it to be able to deal with this level of interruption and churn. Snorkel Flow implements job checkpointing to deal with this issue. Implement job checkpointing Kubernetes embraces chaos by design.

Machine Learning 97

Machine Learning ML AI AI 97

Snorkel AI

APRIL 27, 2023

It constantly spins up and tears down nodes and pods, and Kubernetes expects the services running on it to be able to deal with this level of interruption and churn. Snorkel Flow implements job checkpointing to deal with this issue. Implement job checkpointing Kubernetes embraces chaos by design.

Machine Learning 96

Machine Learning ML AI AI 96

Pickl AI

MARCH 15, 2024

They act like labels, telling Tableau exactly what kind of information it’s dealing with. product categories), and adding context to visualizations. Product Filter: Add a product filter to enable users to focus on specific products or product categories. Think of data types as the hidden language within your data.

Categorization 52

Categorization Python Automation 52

Marktechpost

NOVEMBER 1, 2023

Deep generative networks still have a great deal of difficulty when creating 3D fabric, which is essential for applications like games, movies, and virtual reality. Although 3D generative modelling has produced impressive results for some categories, more 3D data is needed to generate broad 3D models.

AI Researcher 80

AI Researcher AI Research AI AI 80

Mlearning.ai

FEBRUARY 17, 2023

Simple linear regression Multiple linear regression Polynomial regression Decision Tree regression Support Vector regression Random Forest regression Classification is a technique to predict a category. For instance, Email can be divided into normal email, import email, promotion email or spam — so hear we have 4 categories to work with.

Machine Learning 52

Machine Learning Algorithm Artificial Intelligence Artificial Intelligence 52

Ofemwire

NOVEMBER 21, 2023

” “I’ve heard about Amazon’s Early Black Friday and Cyber Monday deals and want to ensure my products are positioned effectively during these peak shopping periods. Can you provide guidance on creating and managing lightning deals, percentage-off promotions, and buy-one-get-one promotions?

ChatGPT 52

ChatGPT Algorithm AI AI 52

Marktechpost

JULY 20, 2023

To deal with those challenges, a research team from China has presented a novel solution to generating images from text prompts. The team analyzed human assessments and planned to refine the annotation process, extend the model to cover more categories and explore reinforcement learning to push text-to-image synthesis boundaries.

Natural Language Processing 66

Natural Language Processing AI AI AI Tools 66

Heartbeat

JULY 19, 2023

source: author Introduction Sentiment analysis is a rapidly growing field within the Natural Language Processing (NLP) domain, which deals with the automatic analysis and classification of emotions and opinions expressed in text. Finally, the summarise() function counts the number of reviews in each sentiment category.

Natural Language Processing 52

Natural Language Processing BERT NLP Python 52

Artificial Corner

FEBRUARY 8, 2024

Image by Octoparse Some advanced features you can accomplish with Octoparse are infinite scrolling, login, drop-down, and deal with AJAX. It can extract data from sites with multiple levels of navigation and navigate a website on all levels (categories and subcategories, pagination, product pages). Image by WebScrape.io

Python 104

Python Data Extraction ChatGPT Explainability 104

Towards AI

AUGUST 25, 2023

Describe the problem, including the category of ML problem. Part of problem formulation is deciding whether you are dealing with supervised, unsupervised, reinforcement learning, etc. [1]. The first step in solving an AI/ML problem is to be able to describe and understand the problem in detail. Describe any models that you have tried.

Software Engineer 88

Software Engineer Data Mining AI AI 88

Dlabs.ai

NOVEMBER 23, 2022

That’s why we’ve prepared a list of great AI deals for Black Friday and Cyber Monday. To make sense of it all, we’ve divided them into three categories: courses, tools, and books. People are all going crazy to hunt down the best bargains and spend money. As always, we’re here to help you. AI Courses 1.

Software Development 52

Software Development Artificial Intelligence Artificial Intelligence Machine Learning 52

Artificial Corner

JUNE 8, 2023

The call can be routed to an agent who's is best suited to deal with this customer and would receive a summary of intelligence on screen before they answer the call. Let it analyze the history to gather intel. what the customer typically calls for and what the best approach is for this customer. All of the above ideas aren’t new.

ChatGPT 98

ChatGPT Robotics Conversational AI AI 98