Data science

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#ai

No limits: Data-driven insights for your future success, now

AI is crucial for efficiently turning vast amounts of enterprise data into actionable insights.
Workforce empowerment through advanced AI tools is key to competitive advantage by 2025.

Enhancing Evaluation Practices for Large Language Models

Evaluating large language models (LLMs) is essential but poses significant challenges due to language diversity, model sensitivities, and data contamination.

DeepThought-8B Leverages LLaMA-3.1 8B to Create a Compact Reasoning Model

DeepThought-8B offers a transparent and controllable approach to reasoning tasks in a compact model.

Fine-tuning Azure OpenAI models in Azure AI Foundry

Microsoft Azure's AI Foundry enables customizable solutions for OpenAI models, improving application performance while reducing costs and operational complexities.

New AI Plans, Learns, and Adapts in Real Time-One Task at a Time | HackerNoon

The article emphasizes equal contributions from a diverse group of authors, reflecting the collaborative spirit in contemporary research.

Susan Shu Chang on Bridging Foundational Machine Learning and Generative AI

The foundational principles of machine learning remain crucial despite the rise of generative AI.

No limits: Data-driven insights for your future success, now

AI is crucial for efficiently turning vast amounts of enterprise data into actionable insights.
Workforce empowerment through advanced AI tools is key to competitive advantage by 2025.

Enhancing Evaluation Practices for Large Language Models

Evaluating large language models (LLMs) is essential but poses significant challenges due to language diversity, model sensitivities, and data contamination.

DeepThought-8B Leverages LLaMA-3.1 8B to Create a Compact Reasoning Model

DeepThought-8B offers a transparent and controllable approach to reasoning tasks in a compact model.

Fine-tuning Azure OpenAI models in Azure AI Foundry

Microsoft Azure's AI Foundry enables customizable solutions for OpenAI models, improving application performance while reducing costs and operational complexities.

New AI Plans, Learns, and Adapts in Real Time-One Task at a Time | HackerNoon

The article emphasizes equal contributions from a diverse group of authors, reflecting the collaborative spirit in contemporary research.

Susan Shu Chang on Bridging Foundational Machine Learning and Generative AI

The foundational principles of machine learning remain crucial despite the rise of generative AI.
moreai
from www.scientificamerican.com
7 hours ago

The Math Mystery That Connects Sudoku, Flight Schedules and Protein Folding

The NP-complete problems are central challenges in computer science, tied to the unresolved P versus NP question and potential revolutionary algorithms.
#data-management

Breaking data silos to achieve AI readiness

AI's effectiveness in federal agencies relies on the elimination of data silos for cohesive data usage.

2024 DATAVERSITY Top 20 - DATAVERSITY

Focus on data quality and governance remains critical as organizations address privacy and ethics.
Increased educational opportunities reflect the demand for understanding data management topics like generative AI.

How to Make Everyone Great at Data

Organizations must recognize and empower people to enhance data quality, rather than viewing them as a problem.

What is Data Hygiene? Best Practices for Clean & Reliable Data

Good data hygiene is critical for effective business operations and customer trust.
Maintaining accurate, consistent data is essential for informed decision-making.

Unlocking Data Excellence: Nithin Gadicharla's Insights into SQL Server Innovation | HackerNoon

Organizations must manage semi-structured and unstructured data effectively; specialized skills are crucial to navigate the complexities of modern data management.

A Front-End Engineer's Guide to Designing Interactive Dashboards - DATAVERSITY

Dashboards are essential for modern business intelligence, transforming complex data into actionable insights for effective decision-making.

Breaking data silos to achieve AI readiness

AI's effectiveness in federal agencies relies on the elimination of data silos for cohesive data usage.

2024 DATAVERSITY Top 20 - DATAVERSITY

Focus on data quality and governance remains critical as organizations address privacy and ethics.
Increased educational opportunities reflect the demand for understanding data management topics like generative AI.

How to Make Everyone Great at Data

Organizations must recognize and empower people to enhance data quality, rather than viewing them as a problem.

What is Data Hygiene? Best Practices for Clean & Reliable Data

Good data hygiene is critical for effective business operations and customer trust.
Maintaining accurate, consistent data is essential for informed decision-making.

Unlocking Data Excellence: Nithin Gadicharla's Insights into SQL Server Innovation | HackerNoon

Organizations must manage semi-structured and unstructured data effectively; specialized skills are crucial to navigate the complexities of modern data management.

A Front-End Engineer's Guide to Designing Interactive Dashboards - DATAVERSITY

Dashboards are essential for modern business intelligence, transforming complex data into actionable insights for effective decision-making.
moredata-management

What Does AI Really Mean? - Smashing Magazine

Understanding the infrastructure of AI is essential due to its complexity and ambiguity in public discussion.

Nvidia releases its own brand of world models | TechCrunch

Nvidia introduces Cosmos World Foundation Models, a family of world models for physics-based simulation and synthetic data generation.

WLTech's AI Agent Scores Big in $1 Million Challenge | HackerNoon

AGI aims for true generalization in AI systems, unlike current AI that relies on vast data training. Understanding principles enhances adaptability to new situations.

New Year, New Skills: Must-Have Knowledge For 2025

2025 will require a strong foundation in AI, Data Science, and Cybersecurity for career success.

AI Is Making it Easier to Engineer Better Products-Here's How | HackerNoon

AI transforms product engineering by delivering actionable insights and enabling quick innovation and decision-making.
#artificial-intelligence

How to talk to machines: 10 secrets of prompt engineering

Prompt engineering is the art of crafting effective instructions for language models, balancing between desired outcomes and the unpredictability of these systems.

How to read LLM benchmarks

LLM benchmarks provide standardized metrics to objectively compare model performance across various tasks.

DeepSeek-V3 overcomes challenges of Mixture of Experts technique

DeepSeek-V3 is an open-source model with 671 billion parameters, enhancing AI efficiency and performance through a Mixture of Experts architecture.

Evaluating the Performance of vLLM: How Did It Do? | HackerNoon

vLLM was tested using various Transformer-based large language models to evaluate its performance under load.

How to talk to machines: 10 secrets of prompt engineering

Prompt engineering is the art of crafting effective instructions for language models, balancing between desired outcomes and the unpredictability of these systems.

How to read LLM benchmarks

LLM benchmarks provide standardized metrics to objectively compare model performance across various tasks.

DeepSeek-V3 overcomes challenges of Mixture of Experts technique

DeepSeek-V3 is an open-source model with 671 billion parameters, enhancing AI efficiency and performance through a Mixture of Experts architecture.

Evaluating the Performance of vLLM: How Did It Do? | HackerNoon

vLLM was tested using various Transformer-based large language models to evaluate its performance under load.
moreartificial-intelligence

Hiring Kit: Machine Learning Engineer | TechRepublic

Businesses increasingly depend on automation and AI to improve operational efficiency.

Wrangling Data Is Becoming Critical in an AI-Driven World

Strong relationships with data require more than relevant context and controls in the era of AI.
from Business Insider
1 day ago

Google DeepMind researchers think they found a solution to AI's 'peak data' problem

The AI industry has hit 'peak data', signaling potential limits in performance improvements for AI models.
from Medium
3 days ago

Resurrecting Scala in Spark : Another tool in your toolbox when Python and Pandas suffer

Pandas UDFs provide flexibility but may not be optimized for scenarios with many groups and minimal records.

Benchmarking Batch Processing Tools: Performance Analysis

Choosing the correct batch processing tool is vital for performance in Big Data.
#machine-learning

How Sensitive Data Affects Fairness and Accuracy in Medical AI Models | HackerNoon

The way sensitive attributes are incorporated into models influences their fairness and performance significantly.

AI Framework has You Covered on Image-to-Text Workflows | HackerNoon

AnyModal unifies multiple modalities into a streamlined workflow, simplifying image and text processing tasks.

Probabilistic Predictions in Classification - Evaluating Quality | HackerNoon

Accurate probability estimation is crucial in binary classification, especially for applications like credit scoring.

When ML Meets Microservices: Engineering for Scalability and Performance | HackerNoon

Microservices provide a flexible and scalable architecture for deploying machine learning models.

InstaDeep Open-Sources Genomics AI Model Nucleotide Transformers

The Nucleotide Transformers model excels in genomics, demonstrating superior performance on various benchmarks with its innovative architecture and training approach.

Overcoming Multilingual and Multi-Task Challenges in NLP | HackerNoon

Combining diverse subfield methods is essential for handling heterogeneous, multilingual data in text mining and NLP projects.

How Sensitive Data Affects Fairness and Accuracy in Medical AI Models | HackerNoon

The way sensitive attributes are incorporated into models influences their fairness and performance significantly.

AI Framework has You Covered on Image-to-Text Workflows | HackerNoon

AnyModal unifies multiple modalities into a streamlined workflow, simplifying image and text processing tasks.

Probabilistic Predictions in Classification - Evaluating Quality | HackerNoon

Accurate probability estimation is crucial in binary classification, especially for applications like credit scoring.

When ML Meets Microservices: Engineering for Scalability and Performance | HackerNoon

Microservices provide a flexible and scalable architecture for deploying machine learning models.

InstaDeep Open-Sources Genomics AI Model Nucleotide Transformers

The Nucleotide Transformers model excels in genomics, demonstrating superior performance on various benchmarks with its innovative architecture and training approach.

Overcoming Multilingual and Multi-Task Challenges in NLP | HackerNoon

Combining diverse subfield methods is essential for handling heterogeneous, multilingual data in text mining and NLP projects.
moremachine-learning
#data-visualization

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for effective communication of complex data and insights.

Unleash the Power of Interactive Data: Python & Plotly | HackerNoon

Data visualization reveals unexpected insights, transforming raw data into compelling narratives.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for effective communication of complex data and insights.

Unleash the Power of Interactive Data: Python & Plotly | HackerNoon

Data visualization reveals unexpected insights, transforming raw data into compelling narratives.
moredata-visualization
#3d-generation

Wonder3D: Evaluating the Quality of Novel View Synthesis for Different Methods | HackerNoon

The article presents a novel method for generating multi-view consistent images from 3D diffusion models, outperforming existing techniques. Key focus on cross-domain diffusion.

ZeroShape: The Limitations We Are Facing | HackerNoon

Exploring the limitations and potential scalability of methods in 3D generation can lead to improvements, particularly by integrating 2D models.

Wonder3D: Evaluating the Quality of Novel View Synthesis for Different Methods | HackerNoon

The article presents a novel method for generating multi-view consistent images from 3D diffusion models, outperforming existing techniques. Key focus on cross-domain diffusion.

ZeroShape: The Limitations We Are Facing | HackerNoon

Exploring the limitations and potential scalability of methods in 3D generation can lead to improvements, particularly by integrating 2D models.
more3d-generation
from ScienceDaily
3 days ago

Artificial intelligence: Algorithms improve medical image analysis

AI can significantly enhance the accuracy and efficiency of analyzing medical images for cancer diagnosis.

AI Briefing: Writer's CTO on how to make AI models think more creatively

AI startups are focusing on enhancing creativity in LLMs to differentiate their offerings.
Writer's Palmyra Creative model aims to help businesses use AI more creatively.
#innovation

Opinion: Separating science and the humanities is hurting us

Scientists' perspectives are heavily influenced by their tools and expertise, often limiting their understanding of complex phenomena.

This New AI Tool Claims to Solve Data Problems Better Than Anything Else-Here's Why That Matters | HackerNoon

Collaboration across institutions enriches research by integrating diverse expertise and perspectives.

Opinion: Separating science and the humanities is hurting us

Scientists' perspectives are heavily influenced by their tools and expertise, often limiting their understanding of complex phenomena.

This New AI Tool Claims to Solve Data Problems Better Than Anything Else-Here's Why That Matters | HackerNoon

Collaboration across institutions enriches research by integrating diverse expertise and perspectives.
moreinnovation

IPychat - An AI extension for IPython - Vinayak Mehta

The author created an IPython extension to integrate LLM capabilities for better exploration of geospatial data without context switching. Researching libraries and documentation was foundational.

Researchers seek to expand citizen scientist' testing of UK river quality

Citizen science initiatives in river water testing are crucial for enhancing monitoring and addressing pollution issues effectively.

Modernizing Your Data Infrastructure Shouldn't Be This Complicated

Data infrastructure modernization is essential for organizational agility and efficiency in the era of rapid data generation and AI advancement.

6 Ways AI Changed Business in 2024, According to Executives

Companies are now prioritizing data quality due to the growing influence of Generative AI.

Convergence to sameness in the algorithm

Social media algorithms create echo chambers that can stifle creativity by focusing too heavily on individual interests.
#research-collaboration

AI Crushes the Competition in Math, Machine Learning, and Open-Ended Tasks-Here's How It Did It | HackerNoon

Properly acknowledging equal contributions in research fosters teamwork and collaboration.
Alphabetical listing of authors can impact the visibility of individual contributions.

Researchers Say New AI Outperforms Other Models on Data Science Tasks | HackerNoon

Collaborative research is increasingly recognized in academia, emphasizing equal contributions from multiple authors.

AI Crushes the Competition in Math, Machine Learning, and Open-Ended Tasks-Here's How It Did It | HackerNoon

Properly acknowledging equal contributions in research fosters teamwork and collaboration.
Alphabetical listing of authors can impact the visibility of individual contributions.

Researchers Say New AI Outperforms Other Models on Data Science Tasks | HackerNoon

Collaborative research is increasingly recognized in academia, emphasizing equal contributions from multiple authors.
moreresearch-collaboration

Apheris rethinks the AI data bottleneck in life science with federated computing | TechCrunch

AI in health data faces significant barriers related to privacy, regulation, and IP.
Federated computing offers a solution to securely utilize health data for AI.
Apheris aims to collaborate with the pharma and life sciences sectors.
#tesla

Tesla China producing growing numbers of updated Model Y "Juniper" in Giga Shanghai: report

Tesla's Model Y production is ramping up with the upcoming 'Juniper' update, aiming for increased sales and production capacity.

Tesla Model 3 test drive requests are increasing in Beijing: report

Tesla Model 3 test drive requests in Beijing have increased nearly 60% month-over-month, driven by effective sales initiatives.

Tesla Q4 2024 Sales Hit A New Record, But Full Year Sales Declined

Tesla achieved a record 495,570 vehicle deliveries in Q4 2024, but fell short of its annual goal and of 2023's total deliveries.

Tesla China producing growing numbers of updated Model Y "Juniper" in Giga Shanghai: report

Tesla's Model Y production is ramping up with the upcoming 'Juniper' update, aiming for increased sales and production capacity.

Tesla Model 3 test drive requests are increasing in Beijing: report

Tesla Model 3 test drive requests in Beijing have increased nearly 60% month-over-month, driven by effective sales initiatives.

Tesla Q4 2024 Sales Hit A New Record, But Full Year Sales Declined

Tesla achieved a record 495,570 vehicle deliveries in Q4 2024, but fell short of its annual goal and of 2023's total deliveries.
moretesla

How a True Hybrid Platform Can Boost Decision-Making and Growth - SPONSOR CONTENT FROM CLOUDERA

Organizations face challenges with legacy infrastructure when leveraging AI and data technologies.
A 'true hybrid' platform enhances operational efficiency by ensuring seamless data movement.
Data availability and governance are crucial to achieving AI at scale.

Brain-wide cell-type-specific transcriptomic signatures of healthy ageing in mice - Nature

Ethical guidelines were followed in the breeding and husbandry of mice for scientific research, prioritizing animal welfare.

Learn From 2024's Most Popular Python Tutorials and Courses - Real Python

Python's rich library ecosystem enhances data science capabilities.
Hands-on projects in Python solidify learning and skills development.
Python simplifies web development and online data handling.
Effective testing improves code reliability and development efficiency.

ZeroShape: The Metrics and Evaluation Protocol That We Used | HackerNoon

The article emphasizes comprehensive evaluation of shape reconstruction models using metrics like Chamfer Distance and F-score.

Data quality still lags behind, leaving AI promise unfulfilled

High-quality data is critical for AI success, yet many IT managers neglect necessary quality assurance measures.

Melting Glaciers Slash Shipping Times-But Come With a Hidden Cost | HackerNoon

Arctic warming and reduced sea ice are transforming shipping routes, facilitating shorter navigational paths.

Mastering Skills Testing With The Kirkpatrick Model

The Kirkpatrick model is essential for measuring training effectiveness across multiple levels, enabling continuous improvement in employee development.

DolphinScheduler and SeaTunnel VS. AirFlow and NiFi | HackerNoon

DolphinScheduler and SeaTunnel offer high performance and ease of use for big data tasks compared to the more mature AirFlow and NiFi.
#natural-language-processing

Researchers Create Plug-and-Play System to Test Language AI Across the Globe | HackerNoon

Evaluating NLP tools requires diverse configurations to support various languages, enhancing global linguistic diversity.

New Web App Lets Researchers Test and Rank Language AI Tools in Real Time | HackerNoon

The benchmarking system significantly enhances the evaluation and comparison of NLP tools by providing a structured environment for model submissions and assessment.

Researchers Learn to Measure AI's Language Skills | HackerNoon

The study standardizes NLPre evaluation using CoNLL 2018 metrics, focusing on F1 and AlignedAccuracy for consistency.

A New Era for Procurement Text Mining | HackerNoon

Text mining and NLP research mostly focuses on supervised methods that do not adapt well to practical, industrial applications.

Researchers Challenge AI to Tackle the Toughest Parts of Language Processing | HackerNoon

The NLPre benchmark enhances evaluation of natural language preprocessing tools, especially for complex languages like Polish.

Researchers Create Plug-and-Play System to Test Language AI Across the Globe | HackerNoon

Evaluating NLP tools requires diverse configurations to support various languages, enhancing global linguistic diversity.

New Web App Lets Researchers Test and Rank Language AI Tools in Real Time | HackerNoon

The benchmarking system significantly enhances the evaluation and comparison of NLP tools by providing a structured environment for model submissions and assessment.

Researchers Learn to Measure AI's Language Skills | HackerNoon

The study standardizes NLPre evaluation using CoNLL 2018 metrics, focusing on F1 and AlignedAccuracy for consistency.

A New Era for Procurement Text Mining | HackerNoon

Text mining and NLP research mostly focuses on supervised methods that do not adapt well to practical, industrial applications.

Researchers Challenge AI to Tackle the Toughest Parts of Language Processing | HackerNoon

The NLPre benchmark enhances evaluation of natural language preprocessing tools, especially for complex languages like Polish.
morenatural-language-processing

Seeing the single largest tree in the forest of 400 billion

Fabien Wagner's research may have identified the largest tree in the Amazon using advanced modeling techniques for canopy height mapping.

New Study Shows How Positive-Sum Fairness Impacts Medical AI Models in Chest Radiography | HackerNoon

The study addresses the impact of ethnicity on the prediction of lung lesions using chest radiographs.
It emphasizes the importance of fairness in AI healthcare models across different racial subgroups.

Architecture Patterns for Beginners: MVC, MVP, and MVVM | HackerNoon

Architectural patterns such as MVC, MVP, and MVVM simplify software complexity by organizing applications into clear layers.

Let's Build an MLOps Pipeline With Databricks and Spark - Part 2 | HackerNoon

The second part focuses on integrating batch and online inference into the MLOps pipeline for effective model deployment.
#visual-comprehension

LLaVA-Phi: The Training We Put It Through | HackerNoon

LLaVA-Phi utilizes a structured training pipeline to improve visual and language model capabilities through fine-tuning.

Introducing LLaVA-Phi: A Compact Vision-Language Assistant Powered By a Small Language Model | HackerNoon

LLaVA-Phi showcases the capabilities of smaller language models in multi-modal tasks with only 2.7B parameters.

LLaVA-Phi: The Training We Put It Through | HackerNoon

LLaVA-Phi utilizes a structured training pipeline to improve visual and language model capabilities through fine-tuning.

Introducing LLaVA-Phi: A Compact Vision-Language Assistant Powered By a Small Language Model | HackerNoon

LLaVA-Phi showcases the capabilities of smaller language models in multi-modal tasks with only 2.7B parameters.
morevisual-comprehension

Tesla Model 3 named Sweden's Car of the Year for 2024

Tesla Model 3 has been awarded 2024 Car of the Year by Teknikens Värld for its remarkable refinement and well-rounded performance.

How the data analytics lifecycle empowers businesses to drive informed decision-making - London Business News | Londonlovesbusiness.com

Organizations need a structured approach to analyzing data to uncover valuable insights that drive success.

Why DeepSeek's new AI model thinks it's ChatGPT | TechCrunch

DeepSeek V3 operates effectively but often claims to be ChatGPT, raising questions about its training data and originality.

Agentic Systems for Competitive Intelligence: Enhancing Business Decision-Making

Effective Competitive Intelligence requires us to embrace Agentic systems that prioritize insight over information overload.

Tools for AI Builders, Agentic Systems for Medical Emergencies, and How to Participate at ODSC East 2025

The AI Builders Summit provides extensive training on advanced AI skills through interactive online sessions.

20 LLM Benchmarks That Still Matter

Trust in traditional LLM benchmarks is waning due to transparency issues and ineffectiveness.

EuroLLM-9B Aims to Improve State of the Art LLM Support for European Languages

EuroLLM-9B is a leading open-source LLM tailored for European languages, outperforming various models in translation and processing capabilities.

Answering Frequently Asked Questions About ODSC's Ai+ Training Platform

Ai+ Training is an inclusive online AI platform that caters to all skill levels with flexible access options and prestigious instructors.
from TechCrunch
1 week ago

DeepSeek's new AI model appears to be one of the best 'open' challengers yet | TechCrunch

DeepSeek V3 is one of the most powerful open AI models, outperforming other major models and offering significant capabilities for developers.

Chinese Researchers Embed Secret Messages in Videos That Survive Social Media Distortions | HackerNoon

The study introduces a method for securely hiding messages in video content, enhancing resilience against distortions.

Why Probability Probably Doesn't Exist (But It's Useful to Act Like It Does)

Uncertainty in expression can lead to significant misjudgments, demonstrated by the Bay of Pigs fiasco.
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