Aiiot Talk

MARCH 20, 2024

This step involves cleaning your data, handling missing values, normalizing or scaling your data and encoding categorical variables into a format your algorithm can understand. Techniques such as normalization and scaling are vital. Picking the right tool for your data ensures your project runs smoothly.

Machine Learning 214

Machine Learning Categorization Artificial Intelligence Artificial Intelligence 214

Snorkel AI

JUNE 15, 2023

As more consumers get interested in that, eventually others pick up on that product. If our company has been smart enough to move first, then they’ll have market dominance—otherwise, they may be playing catch up. All the techniques we use are common across these different categories.

Data Scientist 52

Data Scientist Machine Learning Data Science Large Language Models 52

Snorkel AI

JUNE 15, 2023

As more consumers get interested in that, eventually others pick up on that product. If our company has been smart enough to move first, then they’ll have market dominance—otherwise, they may be playing catch up. All the techniques we use are common across these different categories.

Data Scientist 52

Data Scientist Machine Learning Data Science Large Language Models 52

The MLOps Blog

MARCH 23, 2023

Even if you are fine-tuning an average-sized model for a large-scale application, you need to muster a huge amount of data. Users cannot download such large scaled models on their systems just to translate or summarise a given text. Bandwidth requirements As discussed previously, LLM has to be scaled using MP.

NLP 115

NLP LLM Large Language Models Natural Language Processing 115

Mlearning.ai

DECEMBER 13, 2023

Batch Normalization: This technique adjusts and scales the data in each mini-batch so that it has a mean of zero and a standard deviation of one. Pooling Layers: They reduce the size of the data by picking the most important values, making the network faster and less likely to overfit. Explain the concept of batch normalization.

Deep Learning 52

Deep Learning Neural Network Explainability Convolutional Neural Networks 52

Topbots

SEPTEMBER 11, 2023

Let’s say you were smart and opted for an augmented solution that gives users enough control so they can remain the official “authors” of the texts. Whole categories of products for fun and entertainment exist in the B2C camp, like gaming and Augmented Reality. How does your solution impact the society and the environment?

AI 59

AI AI UX Design Automation 59

AI Impacts

DECEMBER 22, 2022

Others: wow that sounds extremely ambitious Some people: yeah but it's very important and also we are extremely smart so idk it could work [Work on it for a decade and a half] Some people: ok that's pretty hard, we give up Others: oh huh shouldn't we maybe try to stop the building of this dangerous AI?

AI 130

AI AI AI Researcher AI Research 130