KDnuggets

NOVEMBER 15, 2021

The October blogs that won KDnuggets Rewards include: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; How to Build Strong Data Science Portfolio as a Beginner; Data Scientist vs Data Engineer Salary.

Data Science 245

Data Science Data Scientist Data Engineering Data Engineer 245

KDnuggets

NOVEMBER 9, 2021

After a pause, we will be resuming KDnuggets Top Blog Rewards Program, starting with blogs published on KDnuggets in December. Original blogs rewarded at the rate of 3X of reposts. The program will be bigger, with $3,000 (USD) divided among top 8 most viewed guest blogs. Submit your original blog to KDnuggets first !

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KDnuggets

JANUARY 17, 2022

The December blogs that won KDnuggets Rewards include: Write Clean Python Code Using Pipes; Building a solid data team; How to Get Certified as a Data Scientist; 3 Tools to Track and Visualize the Execution of Your Python Code; and more.

Data Scientist 181

Data Scientist Python 181

Hacker News

FEBRUARY 16, 2024

In this work, we propose an effective training framework using fine-grained rewards to teach LLMs to generate highly supportive and relevant citations, while ensuring the correctness of their responses. On LLaMA-2-7B, the incorporation of fine-grained rewards achieves the best performance among the baselines, even surpassing that of GPT-3.5-turbo.

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Machine Learning Research at Apple

JANUARY 3, 2023

Specification of reward functions for Reinforcement Learning is a challenging task which is bypassed by the framework of Preference Based Learning methods which instead learn from preference labels on trajectory queries.

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Google Research AI blog

AUGUST 22, 2023

In “ Language to Rewards for Robotic Skill Synthesis ”, we propose an approach to enable users to teach robots novel actions through natural language input. To do so, we leverage reward functions as an interface that bridges the gap between language and low-level robot actions.

Python 94

Python Algorithm Deep Learning Deep Learning 94

KDnuggets

NOVEMBER 15, 2021

The October blogs that won KDnuggets Rewards include: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; How to Build Strong Data Science Portfolio as a Beginner; Data Scientist vs Data Engineer Salary.

Data Science 144

Data Science Data Scientist Data Engineering Data Engineer 144

KDnuggets

NOVEMBER 9, 2021

After a pause, we will be resuming KDnuggets Top Blog Rewards Program, starting with blogs published on KDnuggets in December. Original blogs rewarded at the rate of 3X of reposts. The program will be bigger, with $3,000 (USD) divided among top 8 most viewed guest blogs. Submit your original blog to KDnuggets first !

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Dataconomy

AUGUST 25, 2023

“Reddit Moderator Rewards” will begin shortly as the website wants to run a Mod Helper Program that will reward mods who help out other moderators. Reddit is introducing the “Mod Helper Program” to reward moderators who provide useful advice to other moderators.

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Machine Learning Research at Apple

NOVEMBER 28, 2022

Preference-based reinforcement learning (RL) algorithms help avoid the pitfalls of hand-crafted reward functions by distilling them from human preference feedback, but they remain impractical due to the burdensome number of labels required from the human, even for relatively simple tasks.

Algorithm 100

Algorithm 100

Towards AI

JANUARY 30, 2024

Meta, the company behind Facebook, Whatsapp, and Rayban’s Meta glasses, has announced a recent, highly promising AI breakthrough, Self-Rewarding Language Models. Last Updated on January 31, 2024 by Editorial Team Author(s): Ignacio de Gregorio Originally published on Towards AI.

AI 98

AI AI Data Science Artificial Intelligence 98

Hacker News

MARCH 12, 2024

Google awarded $10 million to 632 researchers from 68 countries in 2023 for finding and responsibly reporting security flaws in the company's products and services. [.]

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Analytics Vidhya

MAY 9, 2024

It is rewarding and pleasant with its simple syntax and large library ecosystem. Introduction Acquiring knowledge Python provides a variety of options for programmers, regardless of skill level. You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages.

Python 312

Python Analytics Analytics 312

Ocean Protocol

FEBRUARY 16, 2023

Data Farming — Publisher Rewards Introducing Publisher Rewards in DF25. Data Farming rewards OCEAN to stakers who allocate liquidity to curate data assets with the highest data consume volume (DCV). The Reward Function (RF) will be updated as follows: Publishers now receive a 2x stake! Is an arg to help test.

Algorithm 45

Algorithm AI AI 45

Hacker News

NOVEMBER 24, 2023

Emergency special: The information we need to understand what Q* is was right in front of us, but the memes are more fun than reality.

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Ocean Protocol

JANUARY 5, 2023

Stakers can claim DF18 rewards. It rewards OCEAN for stakers who allocate liquidity to curate data asset with high data consume volume (DCV). 50K OCEAN worth of rewards were available. LPs can now claim rewards at the DF webapp Claim Portal. If you claim weekly, you can re-stake your rewards for compound gains.

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DeepMind

NOVEMBER 30, 2021

Our main results prove that while reward can express many tasks, there exist instances of each task type that no Markov reward function can capture.

Algorithm 57

Algorithm 57

insideBIGDATA

NOVEMBER 24, 2023

Purple swan refers to a rare yet foreseeable event that offers unparalleled rewards. In this contributed article, Vijay Veerra, Principal Consultant of Business Solutions and Research with Altimetrik, discusses the power of predictive analytics in identifying "purple swans" and their potential impact on businesses.

Predictive Analytics 433

Predictive Analytics Analytics Analytics Big Data 433

Machine Learning Research at Apple

APRIL 14, 2024

The finetuning process involves supervised finetuning (SFT), using labeled samples, and/or reinforcement learning based fine-tuning (RFT) via policy gradient methods, using a (possibly learned) reward function. This work highlights an overlooked optimization hurdle in RFT: we prove that the expected gradient for an input sample (i.e.

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DeepMind

OCTOBER 6, 2022

Such behaviour in an AI agent is often the result of specification gaming – exploiting a poor choice of what they are rewarded for. As we build increasingly advanced artificial intelligence (AI) systems, we want to make sure they don’t pursue undesired goals.

Artificial Intelligence 57

Artificial Intelligence Artificial Intelligence AI AI 57

Analytics Vidhya

DECEMBER 2, 2023

With the industry witnessing an annual growth rate exceeding 36%, a career in data science promises both financial rewards […] The post 15 Guided Projects to Sharpen Your Data Science Skills appeared first on Analytics Vidhya.

Data Science 358

Data Science Analytics Analytics Data Analysis 358

DeepMind

NOVEMBER 30, 2021

Our main results prove that while reward can express many tasks, there exist instances of each task type that no Markov reward function can capture.

Algorithm 44

Algorithm 44

Flipboard

NOVEMBER 13, 2023

The “bounties” feature has mostly been used to recreate women (big surprise.) Civitai, an online marketplace for sharing AI models, just introduced a new feature called “bounties” to encourage its community to develop passable deepfakes of real people, as originally reported by404 Media. Whoever …

AI 146

AI AI Computer Science Computer Science 146

databricks

FEBRUARY 27, 2024

In this blog post, we discuss Fine-Grained RLHF, a framework that enables training and learning from reward functions that are fine-grained in two.

AI 213

AI AI 213

Hacker News

JANUARY 18, 2024

Big Blue staffers aren't pleased to lose out on potential bonuses

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KDnuggets

NOVEMBER 2, 2022

A data engineer is a fast-growing profession with amazing challenges and rewards. Which skills do you need to become a data engineer? In this post, we’ll take a look at both hard and soft skills.

Data Engineering 393

Data Engineering Data Engineer Data Engineering Data Engineering 393

Analytics Vidhya

JANUARY 25, 2024

However, with the right approach and tools, transforming data into meaningful knowledge is an immensely rewarding experience. Introduction In the area of academic research, the journey from raw data to insightful conclusions can be daunting if you’re a beginner or novice.

Data Analysis 259

Data Analysis Data Analysis AI AI 259

Hacker News

MARCH 12, 2023

Comments (..)

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DeepMind

OCTOBER 6, 2022

Such behaviour in an AI agent is often the result of specification gaming – exploiting a poor choice of what they are rewarded for. As we build increasingly advanced artificial intelligence (AI) systems, we want to make sure they don’t pursue undesired goals.

Artificial Intelligence 44

Artificial Intelligence Artificial Intelligence AI AI 44

Hacker News

JUNE 25, 2023

Long-term happiness only comes to those who emulate their successful ancestors

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Ocean Protocol

MAY 15, 2024

Predictoor DF89 rewards available. In DF, you can earn OCEAN rewards by making predictions via Ocean Predictoor. Passive DF & Volume DF rewards are now retired. For this DF round, Predictoor DF has 37,500 OCEAN rewards and 20,000 ROSE rewards. DF90 runs May 16— May 23, 2024. Specific Parameters for DF90 Budget.

AI 59

AI AI 59

Analytics Vidhya

OCTOBER 31, 2023

Its potential rewards and benefits to […] The post Top 10 Data Science Job Profiles for the Future appeared first on Analytics Vidhya. Data science has become the topmost emerging field in the world of technology. There is an increased demand for skilled data enthusiasts in the field of data science.

Data Science 268

Data Science Analytics Analytics Database Administration 268

Analytics Vidhya

DECEMBER 5, 2023

The research team at UC Berkeley introduces Starling-7B, an open-source large language model (LLM) that employs Reinforcement Learning from AI Feedback (RLAIF).

AI 269

AI AI Analytics Analytics 269

KDnuggets

JULY 7, 2023

Learn the components and key concepts in the reinforcement loading framework: from agents and rewards to value functions, policy, and more. Reinforcement learning basics to get your feet wet.

Machine Learning 238

Machine Learning Machine Learning 238

Hacker News

APRIL 21, 2024

People like Richard Butler, who question the effort/reward balance they offer. Who wouldn't want to use the IS mechanism they've paid for to squeeze a bit more resolution our of their camera?

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Flipboard

NOVEMBER 12, 2023

In a recent interview, Nick Bostrom, a Swedish philosopher at Oxford University and the director of its Future of Humanity Institute, delved into the …

Artificial Intelligence 107

Artificial Intelligence Artificial Intelligence Computer Science Computer Science 107