Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya.

Optimization 313

Optimization Modeling Analytics 313

CIO Business Intelligence

MAY 2, 2024

When a necessary change hits your IT team, getting everyone to buy in and adapt is key — and challenging. Some team members will, by nature, fight any change. Even those once adaptable may have become change resistant due to years of near-constant turbulence. One Gartner study found that willingness to support organizational change dropped from 74% of employees in 2016 to just 43% in 2022.

IT 138

IT Experimentation Software Management 138

Analytics Vidhya

MAY 2, 2024

Can you imagine a car race without any drivers? Well, it’s no longer imagination, but a reality now! That’s right, the world witnessed the first-ever professional autonomous car race over the weekend. The Abu Dhabi Autonomous Racing League (A2RL) held at Yas Marina marked a significant leap in the motor racing world. With autonomous cars […] The post World’s First Autonomous Car Race Held at Abu Dhabi’s Yas Marina appeared first on Analytics Vidhya.

Analytics 299

Analytics Technology 299

CIO Business Intelligence

MAY 2, 2024

Siemens Mobility has been on a robotic process automation (RPA) journey for years, growing from five automated processes in 2017 to more than 700 now, transforming the company in the process. “There was just one book [on RPA] on the market back in 2017, where today you have hundreds,” says Benjamin Bock, head of RPA at Siemens Mobility. “By the end of 2017, we already decided to have a global rollout for the whole company.

Informatics 119

Informatics Software Business Intelligence Testing 119

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

Analytics Vidhya

MAY 2, 2024

Introduction It’s not Tuesday, but it’s still a Hanooman’s day. Finally, the SML-powered Hanooman GPT is here! India now has its own indigenous alternative to OpenAI’s viral ChatGPT model. Hanooman GPT is a series of open-source Indic large language models developed by the Indian Institute of Technology (IIT) Bombay in partnership with healthcare AI firm […] The post Meet India’s ChatGPT Rival – Hanooman GPT is Here!

Modeling 289

Modeling Technology Analytics IT 289

CIO Business Intelligence

MAY 2, 2024

Security and risk management pros have a lot keeping them up at night. The era of AI deepfakes is fully upon us, and unfortunately, today’s identity verification and security methods won’t survive. In fact, Gartner estimates that by 2026, nearly one-third of enterprises will consider identity verification and authentication solutions unreliable due to AI-generated deepfakes.

Strategy 115

Strategy Risk Management Risk Measurement 115

CIO Business Intelligence

MAY 2, 2024

Organizations are racing to modernize their legacy technology, architecture, infrastructure, and databases. Modernization often revolves around cloud migration. But not every approach provides the same ROI. Before committing to a migration strategy, organizations must identify the best approach for their business requirements. Each approach comes with its own benefits, time commitments, and cost.

ROI 98

ROI Cost-Benefit Manufacturing Strategy 98

Analytics Vidhya

MAY 2, 2024

Introduction Welcome to the world of text embeddings where text is converted into numbers! This world has recently been turned around by the distillation of large language models (LLMs) into efficient and compact forms. Google’s latest innovation, Gecko, is the lastest advancement in this technology, revolutionizing the way we handle textual data.

Modeling 283

Modeling Technology Analytics Machine Learning 283

CIO Business Intelligence

MAY 2, 2024

Even as cloud spend is set to grow at a CAGR of 16.9% and surpass $1.3 trillion by 2025 , the transformation journey is riddled with challenges, such as security, governance, compliance, economics, and resourcing. A cloud center of excellence (CoE) in an enterprise can make a big difference in the return on cloud investments. Cloud CoE adoption has increased from 69% in 2017 to 82% in 2021 , demonstrating its role in value creation.

ROI 98

ROI Optimization Manufacturing Risk 98

Analytics Vidhya

MAY 2, 2024

San Francisco-based AI company Anthropic is making waves with the launch of its first smartphone app, bringing Claude to mobiles. This move positions Anthropic as a serious contender in the AI game, going head-to-head with industry giants like OpenAI and Google. The new iPhone app caters to both free and paid Claude users. It seamlessly […] The post AI on the Go: Anthropic Launches Claude Mobile App appeared first on Analytics Vidhya.

Analytics 280

Analytics IT 280

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling

CIO Business Intelligence

MAY 2, 2024

A seismic shift is underway in the evolution of the data center, driven by a variety of converging factors. These include the accelerating transition to cloud platforms, the growth of hybrid and remote work models, and the rapid adoption of artificial intelligence (AI) and machine learning (ML) technologies across every industry. As IT leaders, understanding the path forward is crucial.

Data-driven 98

Data-driven Optimization Machine Learning Modeling 98

Analytics Vidhya

MAY 2, 2024

This is exciting news for language enthusiasts and AI users worldwide! Gemini Upgrade is here! On April 30, 2024, the Gemini mobile app received a major update that expanded its reach and accessibility worldwide. This update breaks down language barriers, making Gemini an international AI experience. The Gemini app is now available in various languages, […] The post Gemini Upgrade 2024: Focus on Boosting Power and Accessibility appeared first on Analytics Vidhya.

Analytics 277

Analytics IT Deep Learning Data Science 277

CIO Business Intelligence

MAY 2, 2024

Even as cloud spend is set to grow at a CAGR of 16.9% and surpass $1.3 trillion by 2025 , the transformation journey is riddled with challenges, such as security, governance, compliance, economics, and resourcing. A cloud center of excellence (CoE) in an enterprise can make a big difference in the return on cloud investments. Cloud CoE adoption has increased from 69% in 2017 to 82% in 2021 , demonstrating its role in value creation.

Risk 98

Risk Enterprise Strategy Technology 98

Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models have revolutionized productivity by enabling tasks like Q&A, dynamic code generation, and agentic systems. However, pre-trained vanilla models are often biased and can produce harmful content. To improve performance, algorithms like Reinforcement Learning with Human Feedback and Direct Preference Optimization (DPO) can be used.

Optimization 277

Optimization Modeling Analytics 277

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

CIO Business Intelligence

MAY 2, 2024

Tata Consultancy Services (TCS) has always been a digital-first organization. Continuous transformation of the workplace has been a cornerstone of the company’s business model for several decades. This approach proved its value during the COVID-19 crisis, when TCS pioneered location-independent “borderless workspaces” aided by Microsoft 365 and Microsoft Teams.

Consulting 98

Consulting Machine Learning Modeling Management 98

Analytics Vidhya

MAY 2, 2024

Ukraine has embarked on a pioneering venture by introducing the world’s first ‘AI diplomat’. The country has developed an artificial intelligence (AI) generated spokesperson to be the face and voice of their Ministry of Foreign Affairs. The AI, named Victoria Shi, has been launched to announce updates on various fronts, on behalf of the Ukrainian […] The post Meet Victoria Shi, the World’s First AI-Generated Foreign Minister appeared first on Analytics Vidhya.

Analytics 259

Analytics Technology 259

AWS Big Data

MAY 2, 2024

In today’s data-driven landscape, the efficiency and accessibility of querying tools play a crucial role in driving businesses forward. Amazon Redshift recently announced integration with Visual Studio Code (), an action that transforms the way data practitioners engage with Amazon Redshift and reshapes your interactions and practices in data management.

Visualization 95

Visualization Data Warehouse Data-driven Management 95

Analytics Vidhya

MAY 2, 2024

Introduction In the age of advanced technology, GeoSpy.AI emerges as an AI powered intel platform that utilizes the power of geospatial vision large language models (LLMs) to predict locations from photos. Whether it’s a snapshot of a suburban street, a rural landscape, or a city corner, GeoSpy.AI can pinpoint the coordinates of the location within […] The post Explore the World through your Photos with GeoSpy.AI appeared first on Analytics Vidhya.

Snapshot 247

Snapshot Modeling Technology Analytics 247

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management

CIO Business Intelligence

MAY 2, 2024

Now, more than ever, global businesses have an opportunity. With people and infrastructure touching every point on the planet — and new technology empowering us to radically change the way we consume resources — we can lead the world toward a better, more sustainable future. That optimism stems from three core beliefs: We can build our business ecosystems to promote environmental stewardship, achieving ambitious goals like net zero and zero waste.

Optimization 94

Optimization Technology IT 94

Analytics Vidhya

MAY 2, 2024

Hey there, AI fans! Meta, along with Cerebral Valley and SHACK15, is throwing a YOU-DON’T-WANNA-MISS event for you – the Meta Llama 3 Hackathon on May 11th and 12th! It’s your chance to build amazing apps using Meta’s newest and coolest large language model, Llama 3. In this event you will dive into the latest […] The post Announcement: Meta’s Llama 3 Hackathon Offers $10k+ in Prizes appeared first on Analytics Vidhya.

Modeling 247

Modeling Analytics IT 247

CIO Business Intelligence

MAY 2, 2024

Tata Consultancy Services (TCS) has always been a digital-first organization. Continuous transformation of the workplace has been a cornerstone of the company’s business model for several decades. This approach proved its value during the COVID-19 crisis, when TCS pioneered location-independent “borderless workspaces” aided by Microsoft 365 and Microsoft Teams.

Manufacturing 94

Manufacturing Consulting Machine Learning Modeling 94

KDnuggets

MAY 2, 2024

Get up and running with Docker with this tutorial on containerizing Python applications.

116

116

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

CIO Business Intelligence

MAY 2, 2024

Now, more than ever, global businesses have an opportunity. With people and infrastructure touching every point on the planet — and new technology empowering us to radically change the way we consume resources — we can lead the world toward a better, more sustainable future. That optimism stems from three core beliefs: We can build our business ecosystems to promote environmental stewardship, achieving ambitious goals like net zero and zero waste.

Manufacturing 90

Manufacturing Optimization Technology IT 90

The Data Visualisation Catalogue

MAY 2, 2024

The Radar Box Plot is a visualisation developed by Caio Hamamura, which combines the Radar Chart with the Box Plot. This combination enables the comparison of multivariate data across multiple classes or clusters simultaneously. This visualisation uses radar polygons that can be compared based on their shape and thickness, providing insights into data variability and similarities among classes or clusters.

Snapshot 83

Snapshot Strategy IT Visualization 83

Smart Data Collective

MAY 2, 2024

AI technology can help sales people make the most of POS systems, which helps them reach their goals more easily.

Sales 94

Sales Analytics Technology Marketing 94

CIO Business Intelligence

MAY 2, 2024

LayerX , pioneer of the LayerX Browser Security platform, today announced $24 million in Series A funding led by Glilot+, the early-growth fund of Glilot Capital Partners, with participation from Dell Technologies Capital and other investors. Lior Litwak, Managing Partner at Glilot Capital and Head of Glilot+, and Yair Snir, Managing Partner at Dell Technologies Capital, will join the LayerX board.

IT 59

IT Risk Enterprise Data-driven 59

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

KDnuggets

MAY 2, 2024

Exploring the Test-Driven Development Paradigm in Python

Testing 90

Testing 90

Dataiku

MAY 2, 2024

What are the specific implications of the EU AI Act for financial services firms? How can they get ahead of the curve for Generative AI regulation?

59

59

Data Virtualization

MAY 2, 2024

Reading Time: 3 minutes Denodo was recognized as a Leader in the 2023 Gartner® Magic Quadrant™ for Data Integration report, marking the fourth year in a row that Denodo has been recognized as such. I want to highlight the first of three strategic planning. The post Denodo recognized as a Leader in the 2023 Gartner® Magic Quadrant™ for Data Integration Report appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Reporting Management Data Governance 52

CIO Business Intelligence

MAY 2, 2024

Organizations are racing to modernize their legacy technology, architecture, infrastructure, and databases. Modernization often revolves around cloud migration. But not every approach provides the same ROI. Before committing to a migration strategy, organizations must identify the best approach for their business requirements. Each approach comes with its own benefits, time commitments, and cost.

ROI 52

ROI Cost-Benefit Strategy Technology 52

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Big Data