Wed.Jan 17, 2024

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Agriculture & Deep Learning: Improving Soil & Crop Yields

Analytics Vidhya

Introduction Agriculture is more than just a job for many Indians; it’s a way of life. It’s the means through which they support their livelihoods and contribute immensely to India’s economy. Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

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Cryptography use cases: From secure communication to data security 

IBM Journey to AI blog

When it comes to data security , the ancient art of cryptography has become a critical cornerstone of today’s digital age. From top-secret government intelligence to everyday personal messages, cryptography makes it possible to obscure our most sensitive information from unwanted onlookers. Whether shopping online or saving valuable trade secrets to disk, we can thank cryptography for any semblance of privacy we may have.

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OpenAI Updates Policy to Allow Military Use and Weapons Development

Analytics Vidhya

OpenAI, a prominent player in the field of artificial intelligence (AI), has recently updated its usage policy, removing explicit prohibitions on military applications. The company’s decision to shift from a specific ban on ‘military and warfare’ and ‘weapons development’ has gotten people concerned about its future plans.

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Stability AI releases Stable Code 3B for enhanced coding assistance

AI News

Stability AI has announced the release of Stable Code 3B , an upgraded three billion parameter AI system for automatic code generation and completion. With enhancements like larger context size and improved completion quality, Stable Code 3B aims to push the boundaries of AI-assisted software development. At just three billion parameters, Stable Code 3B is designed to run efficiently on readily available hardware like laptops—unlike larger models which require expensive specialised chips.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Capgemini and AWS Strengthen Ties for Widespread Generative AI Adoption

Analytics Vidhya

Capgemini and Amazon Web Services (AWS) have extended their strategic collaboration, accelerating the adoption of generative AI solutions across organizations. The multi-year agreement focuses on helping clients move beyond experimental stages to full-scale generative AI implementations. They intend to provide smooth transitions addressing challenges such as cost, scale, and trust.

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HCLTech and SAP Join Forces to Propel Generative AI Adoption

Analytics Vidhya

In a strategic move towards fostering innovation and advancing the adoption of Generative AI (GenAI), HCL Technologies (HCLTech) has announced a collaborative partnership with SAP. The collaboration aims to create cutting-edge solutions, leveraging the strengths of both entities, to drive transformative change across various business sectors. Also Read: Deloitte’s PairD AI Chatbot: Transforming Workflows and […] The post HCLTech and SAP Join Forces to Propel Generative AI Adoption appeared

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How one IBMer is creating a more sustainable future for the island where he grew up

IBM Journey to AI blog

IBM believes in the power of technology and innovation to drive climate solutions, especially for the communities and organizations most impacted by climate change and environmental challenges. At the center of this work is also a commitment to volunteerism, allowing inspired IBMers to combine their talent and skills with passion and purpose. Through the IBM Sustainability Accelerator , a pro-bono social impact program, IBM volunteers donate their time, energy and expertise to help create lastin

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Constructors in Python: Definition, Types, and Rules

Analytics Vidhya

Introduction Constructors are the backbone of Python programming, defining the essence of object-oriented programming (OOP). In this guide, we unravel the complexities of Python constructors, exploring their types, significance, usage, and advanced functionalities. Learn basic of Python here. Importance of Constructors in Python Types of Constructors in Python with Examples Constructors in Python play a […] The post Constructors in Python: Definition, Types, and Rules appeared first on Ana

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Rising Concerns Over AI Hallucinations and Bias: Aporia’s 2024 Report Highlights Urgent Need for Industry Standards

Unite.AI

A recent report from Aporia , a leader in the AI control platform sector, has brought to light some startling findings in the realm of artificial intelligence and machine learning (AI & ML). Titled “2024 AI & ML Report: Evolution of Models & Solutions,” the survey conducted by Aporia points to a growing trend of hallucinations and biases within generative AI and large language models (LLMs), signaling a crucial challenge for an industry rapidly advancing towards maturity.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Exception Handling in Python: A Comprehensive Guide to Error Elimination

Analytics Vidhya

Introduction Exception handling is a critical aspect of Python programming that empowers developers to identify, manage, and resolve errors, ensuring robust and error-free code. In this comprehensive guide, we will delve into the world of Python exception handling, exploring its importance, best practices, and advanced techniques. Whether you’re a beginner or an experienced developer, mastering […] The post Exception Handling in Python: A Comprehensive Guide to Error Elimination appe

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How AI Is Shaping the Bioprocessing Industry

Aiiot Talk

Bioprocessing embraces finding medical solutions within live specimens, but that doesn’t mean technological incorporations like AI are out of the picture. Health experts quickly notice AI’s impact on data processing, medicine discovery and everything in between. Its implementation streamlines and advances the sector to expedite research and treatment worldwide.

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Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024

Analytics Vidhya

The World Economic Forum (WEF), known for bringing together the world’s elite, held its annual meeting on January 15th. Some of the most influential figures in technology and business were a part of this event. This year’s gathering saw AI leaders like Sam Altman, Satya Nadella, and Yann LeCun converging to discuss the profound impact […] The post Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024 appeared first on Analytics Vidhya.

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PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Unite.AI

Due to their exceptional content creation capabilities, Generative Large Language Models are now at the forefront of the AI revolution, with ongoing efforts to enhance their generative abilities. However, despite rapid advancements, these models require substantial computational power and resources. This is largely because they consist of hundreds of billions of parameters.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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ORDER BY Clause in SQL

Analytics Vidhya

Introduction Structured Query Language (SQL) is the backbone of relational database management systems, empowering users to interact with and retrieve information from databases. When working with databases, sorting the data in a specific order is often necessary to make it more meaningful and easier to analyze. This is where the ORDER BY clause in SQL […] The post ORDER BY Clause in SQL appeared first on Analytics Vidhya.

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Unlabel Releases Tower: A Multilingual 7B Parameter Large Language Model (LLM) Optimized for Translation-Related Tasks

Marktechpost

With the growth of large language models, natural language processing has been revolutionized. Many LLMs, like GPT-3.5, LLaMA, and Mixtral, came up last year, which helped tackle diverse language tasks. Even though there are many such LLMs now, open-source models have no reliable models for translation tasks. Thorough research has been done to tackle this challenge.

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30+ Big Data Interview Questions

Analytics Vidhya

Introduction In the realm of Big Data, professionals are expected to navigate complex landscapes involving vast datasets, distributed systems, and specialized tools. To assess a candidate’s proficiency in this dynamic field, the following set of advanced interview questions delves into intricate topics ranging from schema design and data governance to the utilization of specific technologies […] The post 30+ Big Data Interview Questions appeared first on Analytics Vidhya.

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AlphaGeometry: An Olympiad-level AI system for geometry

DeepMind

Our AI system surpasses the state-of-the-art approach for geometry problems, advancing AI reasoning in mathematics

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Vodafone and Microsoft Forge $1.5 Billion Decade-Long AI and IoT Partnership

Analytics Vidhya

In a recent collaboration, Vodafone and Microsoft have announced a transformative 10-year strategic partnership, poised to reshape the digital landscape for over 300 million businesses, public sector organizations, and consumers across Europe and Africa. The $1.5 billion investment will drive advancements in artificial intelligence (AI), digital payments, and the Internet of Things (IoT).

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This AI Paper from UCLA Explores the Double-Edged Sword of Model Editing in Large Language Models

Marktechpost

In large language models (LLMs), the challenge of keeping information up-to-date is significant. As knowledge evolves, these models must adapt to include the latest information. However, updating LLMs traditionally involves retraining, which is resource-intensive. An alternative approach, model editing, offers a way to update the knowledge within these models more efficiently.

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Get Started with SQL Update Statement: Syntax & Examples

Analytics Vidhya

Introduction The UPDATE statement is a crucial component of SQL that allows you to modify existing records in a database table. It allows updating one or more columns in a single or multiple rows based on specific conditions. In this article, we will explore the syntax of the UPDATE statement, provide examples of its usage, […] The post Get Started with SQL Update Statement: Syntax & Examples appeared first on Analytics Vidhya.

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This AI Paper Unveils Key Methods to Refine Reinforcement Learning from Human Feedback: Addressing Data and Algorithmic Challenges for Better Language Model Alignment

Marktechpost

Reinforcement learning (RL) has applications in various fields, and one such important application can be found in aligning language models with human values. Reinforcement learning from Human Feedback (RLHF) emerges as a pivotal technology in this alignment field. One of the challenges pertains to the limitations of reward models that serve as proxies for human preferences in driving RL optimization.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Quiz of the Day (Basic Python Outputs) #10

Analytics Vidhya

Welcome to our brand new quiz series, where we ask 10 thought-provoking AI questions to check your knowledge. Whether you’re a seasoned python professional, an aspiring learner, or someone who loves a good brain teaser, our quizzes cater to all levels of expertise. Join us in the pursuit of continuous learning and test your wits […] The post Quiz of the Day (Basic Python Outputs) #10 appeared first on Analytics Vidhya.

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Meet FedTabDiff: An Innovative Federated Diffusion-based Generative AI Model Tailored for the High-Quality Synthesis of Mixed-Type Tabular Data

Marktechpost

While generating realistic tabular data, one of the difficulties faced by the researchers is maintaining privacy, especially in sensitive domains like finance and healthcare. As the amount of data and the importance of data analysis is increasing in all fields and privacy concerns are leading to hesitancy in deploying AI models, the importance of maintaining privacy is also increasing.

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COUNT function in SQL

Analytics Vidhya

Introduction Structured Query Language (SQL) is the cornerstone of database management, enabling users to interact with and manipulate data efficiently. One of the fundamental functions in SQL is COUNT, a powerful tool that provides valuable insights into the size of datasets. Counting the number of rows or distinct values in a table is often necessary […] The post COUNT function in SQL appeared first on Analytics Vidhya.

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Researchers from IST Austria and Neural Magic Unveil RoSA: A New AI Method for Efficient Language Model Fine-Tuning

Marktechpost

Developing large language models (LLMs) is a significant advancement in artificial intelligence and machine learning. Due to their vast size and complexity, these models have shown remarkable capabilities in understanding and generating human language. However, their extensive parameter count poses challenges regarding computational and memory resources, especially during the training phase.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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SQL DATEDIFF function

Analytics Vidhya

Introduction Structured Query Language (SQL) is a powerful tool for managing and manipulating relational databases. Among its arsenal of functions, the DATEDIFF function stands out as a versatile tool for calculating date and time differences. In this blog post, we’ll delve into the intricacies of the SQL DATEDIFF function, exploring its syntax, use cases, and […] The post SQL DATEDIFF function appeared first on Analytics Vidhya.

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This AI Paper from NVIDIA and UC San Diego Unveils a New Breakthrough in 3D GANs: Scaling Neural Volume Rendering for Finer Geometry and View-Consistent Images

Marktechpost

3D-aware Generative Adversarial Networks (GANs) have made remarkable advancements in generating multi-view-consistent images and 3D geometries from collections of 2D images through neural volume rendering. However, despite these advancements, a significant challenge has emerged due to the substantial memory and computational costs associated with dense sampling in volume rendering.

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Getting Started with Permutation and Combination in Python

Analytics Vidhya

Introduction Combinatorial mathematics is a branch of mathematics that deals with counting, arranging, and selecting objects. It plays a crucial role in various fields, such as probability, statistics, cryptography, and data analysis. In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations. In this article, we will explore the fundamentals […] The post Getting Started with Permutation and Combination in Python appeared first on Analytics

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