Snorkel AI

AUGUST 31, 2023

Zero-shot robustification of zero-shot models Foundation models pick up a variety of biases or spurious correlations from their pretraining corpora. Data + GenAI: a transformative pair Garter's 2023 Hype Cycle for Artificial Intelligence positions generative AI as an enterprise game-changer. These end up harming zero-shot predictions.

Data Scientist 52

Data Scientist Artificial Intelligence Artificial Intelligence Large Language Models 52

AWS Machine Learning Blog

MAY 5, 2023

To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. We add a FiftyOne classification label to each sample with the field name article_type, populated by the image’s top-level article category. A retail company is building a mobile app to help customers buy clothes.

Metadata 75

Metadata Computer Vision Machine Learning Data Scientist 75

Unite.AI

NOVEMBER 17, 2023

These features can be divided into three categories: Editor Text & Speech AI Avatars Let's take a closer look at these features. However, people might be able to pick up that it was made using AI. ” After a few minutes, my video was generated, and I could view it under “Generated Videos” on my account.

AI 274

AI AI Natural Language Processing Auto-complete 274

Mlearning.ai

FEBRUARY 9, 2023

Consider a genre classification problem on content descriptions that needs to classify the text into one of five classes — entertainment, education, news, sports, and gaming. What model would you pick? Let me guess…… Model 1? Let me guess…… Model 1? With that context, between Model 1 and Model 2, it may be better to select Model 2.

Data Scientist 52

Data Scientist Data Science ML Machine Learning 52

Mlearning.ai

OCTOBER 2, 2023

Choosing the right feature selection method is like choosing the right weapon in a video game. The two main categories of feature selection are supervised and unsupervised machine learning techniques. The formula is: It’s like playing a game to see if two things, like eating corn and feeling happy, correlate.

Machine Learning 98

Machine Learning Explainability Auto-complete Algorithm 98

AI Impacts

DECEMBER 22, 2022

Halting categories of work until strong confidence in its safety is possible, e.g. as would occur if AI researchers agreed that certain systems posed catastrophic risks and should not be developed until they did not. Let’s be more careful about the game we are playing, game-theoretically speaking.

AI 130

AI AI AI Researcher AI Research 130

AWS Machine Learning Blog

SEPTEMBER 25, 2023

Additionally, it highlights the specific parts of your input text related to each category of bias. He is also a huge tennis fan and enjoys playing board games a lot. In his free time, he loves going snowboarding during colder months and playing pick-up basketball when the weather warms up.

ML 84

ML Machine Learning Software Engineer ML Engineer 84

Mlearning.ai

DECEMBER 13, 2023

GANs have two networks with different goals, almost like a forger and a detective playing a game. Pooling Layers: They reduce the size of the data by picking the most important values, making the network faster and less likely to overfit. Can you explain the concept of attention mechanisms in neural networks?

Deep Learning 52

Deep Learning Neural Network Explainability Convolutional Neural Networks 52

Heartbeat

APRIL 18, 2023

Entertainment : HAR can be used in the entertainment industry for gesture recognition in games, virtual reality, and other interactive applications. Import the library [link] Dataset This article’s dataset includes 15 distinct categories of human activities. top-5 test accuracy in ImageNet. link] Feature selection.

Convolutional Neural Networks 52

Convolutional Neural Networks Deep Learning Neural Network Machine Learning 52

DataRobot Blog

NOVEMBER 3, 2022

Ask anyone who has attempted to “game the stock market” or “buy crypto at the right time.” This takes the redundant, time-consuming work of creating a model for each store, SKU, or category, and reduces that work to a handful of clicks. Flexible BigQuery Data Ingestion to Fuel Time Series Forecasting. Maybe it’s time-consuming.

Data Scientist 52

Data Scientist Black Box AI Explainability Automation 52

Topbots

SEPTEMBER 11, 2023

Whole categories of products for fun and entertainment exist in the B2C camp, like gaming and Augmented Reality. In reality, this category can generate even stronger emotional responses than B2C.[4] Fun and pleasure : Here, we get into the emotional side of product use, also called the “visceral” level by Don Norman [3].

AI 59

AI AI UX Design Automation 59

Mlearning.ai

SEPTEMBER 4, 2023

16] Figure 3 shows the benefit of a trained model that outperforms larger but general models with the largest difference for specialized in-domain categories like “Filings.” BloombergGPT outperforms larger models, and (unsurprisingly) the difference is largest for specialized in-domain categories like “Filings.” 25] Edward J.

Generative AI 52

Generative AI Large Language Models AI AI 52

Unite.AI

MAY 17, 2024

I learned that picking the right market is one of the most critical jobs you can have as a CEO and founder and that you must be willing to take big bets. I knew the HR space was in need of something innovative and game-changing, especially amid the backdrop of a global pandemic when location didn’t matter for employers or employees.

Automation 246

Automation Conversational AI AI AI 246

Snorkel AI

MAY 25, 2023

Then, the model picks a random point on that number line and returns the token associated with it. For longer pieces of text, you can feed the LLM the text to categorize, followed by a question such as “Which of the following categories does the above text most closely resemble: business|sports|news.” The second chunk, from 0.01

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

Then, the model picks a random point on that number line and returns the token associated with it. For longer pieces of text, you can feed the LLM the text to categorize, followed by a question such as “Which of the following categories does the above text most closely resemble: business|sports|news.” The second chunk, from 0.01

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Ines Montani

FEBRUARY 16, 2024

People often ask me for tips and tooling recommendations, so in this guide, I’m sharing some of my not-so-secret secrets and three beginner-friendly steps for how you can up your slides game for the upcoming conference season! Some of my slides designs over the years 1.

Explainability 144

Explainability 144

AWS Machine Learning Blog

SEPTEMBER 12, 2023

Without modifying the existing architecture , we decide to fine-tune three separate pre-trained models for each of our required categories. For the SageMaker Experiments API to register the training job’s metrics, we need to first log the metrics to the training job local console, which are picked up by Amazon CloudWatch.

Data Scientist 95

Data Scientist Data Science NLP Machine Learning 95

Cold Takes

NOVEMBER 29, 2022

To give a simple example, take a board-game-playing AI such as Deep Blue (or AlphaGo ): Deep Blue is given a set of choices to make (about which chess pieces to move). Now, instead of a board-game-playing AI, imagine a powerful, broad AI assistant in the general vein of Siri/Alexa/Google Assistant (though more advanced). in poker ).

AI 52

AI AI AI Developer AI Development 52

Snorkel AI

SEPTEMBER 12, 2023

That work is what’s going to change the game for our country and the broader landscape. You should be thinking broadly, across a bunch of disciplines and categories, and you should have deep knowledge in at least two or three subjects. If you’re working in AI, you should not be thinking about it as if you “only” do AI.

Data Scientist 59

Data Scientist Data Science AI Strategy Large Language Models 59

Snorkel AI

SEPTEMBER 12, 2023

That work is what’s going to change the game for our country and the broader landscape. You should be thinking broadly, across a bunch of disciplines and categories, and you should have deep knowledge in at least two or three subjects. If you’re working in AI, you should not be thinking about it as if you “only” do AI.

Data Scientist 59

Data Scientist Data Science AI Strategy Large Language Models 59

The MLOps Blog

DECEMBER 29, 2022

I’d say the name of the game with GPUs is latency. Those are very different categories of optimizing models. Then just picking the decision is as high stakes. I feel like the GPU game really becomes a lower-level game. When you ask yourself why you realize that there are a lot of unique latency edge cases.

ML 52

ML Auto-complete Machine Learning Python 52

deepsense.ai

FEBRUARY 28, 2024

Asymmetric mode, source: [link] Conversely, in symmetric mode, we pick the maximum absolute value between the smallest and largest values of the float range without a zero-point, resulting in both the float range and the quantized range being symmetric around zero.

Generative AI 88

Generative AI LLM Neural Network Algorithm 88