Dataconomy

OCTOBER 27, 2023

Think about it, how many times did a chatbot like ChatGPT fail to give a correct answer to your prompt or Midjourney could not generate the perfect image for you? The proposed framework of Woodpecker leverages LLMs to aid in visual reasoning and correct visual hallucinations in MLLM responses.

AI 113

AI AI Database Algorithm 113

Data Science Dojo

JULY 22, 2023

In the field of software development, generative AI is already being used to automate tasks such as code generation, bug detection, and documentation. Generative AI is a rapidly growing field of artificial intelligence that is transforming the way we interact with the world around us.

AI 370

AI AI Natural Language Processing Artificial Intelligence 370

Data Science Dojo

APRIL 26, 2024

The testing of Llama 3 uses: Zero-shot evaluation – to measure the model’s ability to apply knowledge in the model weights to novel tasks. Llama 3 uses the same setting of HumanEval benchmark – Pass@1 – as used for Llama 1 and 2. MMLU spans a wide range of human knowledge, including 57 subjects.

AI 417

AI AI Natural Language Processing Azure 417

Hacker News

MARCH 16, 2024

When we’re presented with beliefs that sound implausible to us, but are obstinately and often passionately held by others, we disengage. They are not like us. When the speaker is attributed a delusional belief, this attribution discourages us from further exchanging ideas and pursuing common projects with the speaker.

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Towards AI

MAY 10, 2024

Tool use is a supercharged version of prompt engineering, which allows us to give the models a way to do more than just generate text in the end. Combined with tool use, we can also get the LLMs to generate structured output, allowing us to reliably provide a formatted response.

AI 94

AI AI Database Python 94

Hacker News

JULY 3, 2023

And of course, there's that one coworker who knows a bit more about Git than everyone else, who helps get us back on track whenever our local repos end up in a strange state. Used correctly, Git can help to structure your work, identifying gaps in your test coverage and minimizing dead code.

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Towards AI

MARCH 31, 2024

When a model is trained with the right features, it will perform better and also provide us with the desired results. But these impurity will be existing on different amount in each of your image and only through experiments will you be able to understand the correct threshold to extract the correct feature without impurity.

AI 90

AI AI Algorithm Artificial Intelligence 90

Towards AI

JANUARY 24, 2024

The term NP (nondeterministic polynomial time) indicates problems in which the correctness of the solution found is easy to verify, therefore requiring polynomial time. I love this definition because, in just a few lines, it makes us fully understand the problem. PVsNP problem is a question regarding the resolution times of a problem.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence AI AI 97

IBM Data Science in Practice

DECEMBER 7, 2022

Powered by Loqate , the world’s most trusted location intelligence service, and integrated into the Next Generation DataStage, AVI transforms this bad data to deliver best breed of data. The AVI solution offers healthcare organizations rich capabilities. First, they can standardize, improve, and verify their customer address records.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation ETL 130

Dataconomy

DECEMBER 6, 2023

PISA ranking 2023 shows results that will particularly worry European parents ( Image credit ) What does PISA ranking 2023 show us? While these models exhibit remarkable capabilities in producing coherent and grammatically correct prose, they lack the human element that underpins education.

Artificial Intelligence 222

Artificial Intelligence Artificial Intelligence AI AI 222

IBM Data Science in Practice

NOVEMBER 28, 2022

Powered by Loqate , the world’s most trusted location intelligence service, and integrated into the Next Generation DataStage, AVI transforms this bad data to deliver best breed of data. The AVI solution offers healthcare organizations rich capabilities. First, they can standardize, improve and verify their customer address records.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation Data Governance 130

Dataconomy

FEBRUARY 13, 2024

Plaintiffs in the lawsuit argue that despite Amazon’s assertions of having corrected the algorithm in 2020, the company has yet to fully resolve the concerns surrounding its Buy Box algorithm’s fairness.

Algorithm 188

Algorithm 188

Towards AI

FEBRUARY 21, 2024

To answer these questions, we can use calibration techniques to tell us how much we can trust our prediction probability model. Let’s say we have a classification model predicting churn with a 70% probability for each prediction; it means it ‘should’ be correct 7 out of 10 times. But how do we measure our prediction probability?

Machine Learning 92

Machine Learning Machine Learning AI AI 92

Hacker News

JANUARY 31, 2023

While it is impossible to reliably detect all AI-written text, we believe good classifiers can inform mitigations for false claims that AI-generated text was written by a human: for example, running automated misinformation campaigns , using AI tools for academic dishonesty, and positioning an AI chatbot as a human.

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AI AI 154

Towards AI

MARCH 11, 2024

Prompt Engineering for Instruction-Tuned LLM Large language models excel at translation and text transformation, effortlessly converting input from one language to another or aiding in spelling and grammar corrections.

Machine Learning 79

Machine Learning Machine Learning Data Science AI 79

Ocean Protocol

MARCH 7, 2023

You can give us feedback using this form and we appreciate it! Meet us on Discord for our OCEAN Predict-ETH Challenge Workshops on March 14th and March 28th at 3PM UTC to discuss the challenge’s README , a unique submission example, and Q&A with our core team. However, it does not count toward winning. Need support?

Data Scientist 52

Data Scientist Data Silos Data Science Python 52

Data Science Dojo

FEBRUARY 14, 2024

Target users InstructGPT is built for a broad range of users, from developers creating AI applications to businesses leveraging AI for enhanced customer service, and for educational purposes where clear, concise, and contextually correct language is crucial [ 13 ][ 25 ]. Describe how light travels from the sun to the earth.

Natural Language Processing 221

Natural Language Processing AI AI 221

Data Science Dojo

FEBRUARY 7, 2023

Top statistical techniques – Data Science Dojo Counterfactual causal inference: Counterfactual causal inference is a statistical technique that is used to evaluate the causal significance of historical events. This technique can be used in a wide range of fields such as economics, history, and social sciences.

Data Analysis 370

Data Analysis Data Analysis Support Vector Machines Algorithm 370

Hacker News

SEPTEMBER 23, 2023

It seemed like the perfect solution,” Frost told us earlier. So I’ll be keeping this active as long as I physically can,” Frost tells us. “It looked promising because it scaled such that the more popular the file became, the more the bandwidth load was shared.

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Dataconomy

NOVEMBER 13, 2023

There are now bots that do the repetitive tasks that used to take time and effort instead of us, and many sectors have started to benefit from this. The image generation tool was able to create an anatomically correct spine with minor errors ( Image credit ) How to use DALL-E mini for free?

Artificial Intelligence 121

Artificial Intelligence Artificial Intelligence AI AI 121

O'Reilly Media

FEBRUARY 16, 2023

Large language models like ChatGPT and Google’s LaMDA aren’t designed to give correct results. So if people have written 2+2=5 (and they have in many places, probably never intending that to be taken as correct arithmetic), there’s a non-zero probability that the model will tell you that 2+2=5.

ML 84

ML ML Artificial Intelligence Artificial Intelligence 84

Towards AI

AUGUST 29, 2023

Automatic differentiation using TensorFlow If you use Google TensorFlow, it’s possible you never thought of deriving a layer by yourself. Let us start with a simple example [2]: import tensorflow as tfclass CustomLayer(tf.keras.layers.Layer): def __init__(self, num_outputs, activation): super(CustomLayer, self).__init__()

Deep Learning 97

Deep Learning Deep Learning Python Machine Learning 97

AWS Machine Learning Blog

AUGUST 11, 2023

Custom terminology did not perform a match and replace here, instead it used the target word and applied the correct gender based on the context. The custom terminology target word “promenant” is changed to “promener” to inflect the correct verb tense. He works with US federal financial clients.

Natural Language Processing 63

Natural Language Processing AWS ML ML 63

Tableau

FEBRUARY 19, 2024

We have experienced a lot of excitement around Ask Data, but we have also heard clear feedback from our customers: it isn’t “natural” enough—you still have to understand some fundamental data concepts, field names, keywords, and general analytical concepts—to use it. In 2020, Metrics in Tableau launched.

Tableau 119

Tableau Analytics Analytics AI 119

Dataconomy

SEPTEMBER 29, 2023

Although technology has now become a state that we have difficulty even dreaming of at the time, power cycling, which is the technical equivalent of the phrase “just reset it”, is still a valid method to correct many problems. Another important aspect of safe power cycling is using the correct procedure.

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Mlearning.ai

MAY 10, 2023

Confusion Matrix A confusion matrix is a table that shows the number of correct and incorrect predictions made by the model in comparison to the actual outcomes. It measures the proportion of correct predictions to total predictions made by the model. It is a vital tool to evaluate the performance of the model.

Data Science 52

Data Science Machine Learning Machine Learning Data Scientist 52

Dataconomy

OCTOBER 5, 2023

Whether it’s pushing the limits of creativity with its generative abilities or knowing our needs better than us with its advanced analysis capabilities, many sectors have already taken a slice of the huge AI pie. And having a prediction where we should be would help us to do that. So what do all these practices mean to us?

AI 136

AI AI Artificial Intelligence Artificial Intelligence 136

O'Reilly Media

OCTOBER 12, 2021

There are lots of ways to solve a given programming problem; but most of us have some ideas about what makes code “good” or “bad.” We know how to test whether or not code is correct (at least up to a certain limit). We know how to test whether or not code is correct (at least up to a certain limit).

Algorithm 120

Algorithm AI AI AWS 120

Dataconomy

MARCH 11, 2024

Adobe Photoshop AI : AI-powered features include background removal, color correction, blemish removal, portrait mode, and sky replacement. These tools can help enhance photos, fix imperfections, and create stunning visuals without requiring advanced editing skills. Available in free and paid subscription plans.

AI 113

AI AI Artificial Intelligence Artificial Intelligence 113

O'Reilly Media

MAY 9, 2023

Will they condemn all but a few of us to boring, impoverished lives? It’s easier to ignore the voices arguing for the responsible use of AI. It will be far more valuable to use AI to detect and correct bias, to train it to make fair decisions in the face of biased data, and to audit its results. Are they dangerous?

AI 85

AI AI Data Governance ML 85

NYU Center for Data Science

FEBRUARY 1, 2023

We were interested in using our skillset to work on a project with a social impact, and her portfolio of projects resonated with us. In August 2022, we had the opportunity to tour Illinois and meet with our partner agencies to demonstrate the tool and get their feedback.

Data Visualization 74

Data Visualization Data Science Data Analysis Data Analysis 74

Dataconomy

OCTOBER 17, 2023

Let us go into the topic and investigate the specifics. This snapshot, which appeared to be from a bygone period, portrayed 12 laborers, but astute observers immediately identified certain inconsistencies that called into question its historical correctness.

AI 181

AI AI Artificial Intelligence Artificial Intelligence 181

Flipboard

DECEMBER 17, 2023

By using AI for the most time-consuming, tedious tasks, I can spend more time on the higher-level, meaningful work that my clients want. Yes, it makes us more efficient in some ways, but truly this is a tool that can enhance the potential of everyone in the real estate ecosystem. Using these tools also takes practice.

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AI AI Artificial Intelligence Artificial Intelligence 130

Dataconomy

OCTOBER 26, 2023

Testing the waters: Curiosity got the best of us. We uploaded the image to Discord using alternate accounts and braced for impact. Inconsistencies galore: What left us scratching our heads was the lack of clear information. The Discord banned image can ruin your gaming sessions and more forever. We conducted experiments.

AI 113

AI AI 113

ODSC - Open Data Science

JANUARY 16, 2024

You have access to correct examples. As the goal becomes more complex, it becomes harder to determine what “correct” looks like , as there could be many variations of correct. Our goal is to identify these lower-value smaller projects as building blocks that will lead us to achieve some of those longer-term, high-value projects.

AI 52

AI AI Data Science ML 52

Hacker News

JANUARY 4, 2024

Although we had to change the original source code to introduce the seam, any further changes to that function don't require us to alter that code, the changes all occur in the enabling point, which lies in the test code. more services The locator allows us to override the behavior by defining a subclass.

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phData

MAY 17, 2024

Some executives have wild concepts about what affects a forecast, but some of those ideas are actually correct. After that, it’s simple to follow the prompts to get the correct information for your model. Remember, we will use the views we created for all the training and prediction. CALL future_walmart_sales!EXPLAIN_FEATURE_IMPORTANCE();

ML 52

ML ML Predictive Analytics Machine Learning 52