IBM Big Data Hub

JANUARY 29, 2024

Business continuity and disaster recovery plans are risk management strategies that businesses rely on to prepare for unexpected incidents. While the terms are closely related, there are some key differences worth considering when choosing which is right for you: Business continuity plan (BCP): A BCP is a detailed plan that outlines the steps an organization will take to return to normal business functions in the event of a disaster.

Cost-Benefit 84

Cost-Benefit Risk Enterprise Advertising 84

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch. In this article, we will explore the top 7 libraries for machine learning and understand their features, use […] The post 7 Libraries for Machine Learning appeared first on Analytics Vidhya.

Machine Learning 353

Machine Learning Predictive Modeling Modeling Analytics 353

KDnuggets

JANUARY 29, 2024

ChatGPT can be a great tool for data scientists. Here’s what I learned about where it excels and where it is less so.

Data Science 147

Data Science IT 147

Analytics Vidhya

JANUARY 29, 2024

Microsoft is stepping up its game in the artificial intelligence (AI) landscape, forming a dedicated GenAI team to develop smaller and more cost-effective language models. This move signifies a shift away from dependency on OpenAI’s technology, a notable change in Microsoft’s approach to AI development. Also Read: Microsoft Introduces SliceGPT For Compressing LLMs The GenAI […] The post Microsoft’s New GenAI Team Targets Smaller and Cheaper AI Models appeared first on Ana

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Modeling Technology Analytics IT 328

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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KDnuggets

JANUARY 29, 2024

Want to learn about AI? You can for FREE with LinkedIn.

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Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in. This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya.

Deep Learning 319

Deep Learning Strategy Modeling Analytics 319

Analytics Vidhya

JANUARY 29, 2024

Artificial intelligence is set to revolutionize cyber threats, warns the UK’s National Cyber Security Centre (NCSC). In their latest assessment, they highlight the potential for AI, particularly generative AI, to make phishing attacks more sophisticated, posing a significant challenge for individuals to distinguish genuine emails from fraudulent ones.

Analytics 319

Analytics 319

CIO Business Intelligence

JANUARY 29, 2024

Back in the day, IT culture was all about the perks. Would-be employees were drawn in by modern, open spaces punctuated by game tables and fully stocked kitchens along with an array of services that might include on-site gyms, coffee bars, even chef-inspired cafeteria fare. The evolving role of IT, coupled with new pandemic-era work models, has sifted the culture conversation away from in-office trappings.

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IT Insurance Digital Transformation Technology 128

Analytics Vidhya

JANUARY 29, 2024

Introduction Large Language Models (LLMs) have captivated the world with their ability to generate human-quality text, translate languages, summarize content, and answer complex questions. Prominent examples include OpenAI’s GPT-3.5, Google’s Gemini, Meta’s Llama2, etc. As LLMs become more powerful and sophisticated, so does the importance of measuring the performance of LLM-based applications.

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Modeling Measurement Analytics 319

IBM Big Data Hub

JANUARY 29, 2024

Recent years have witnessed an explosion in the proliferation of self-storage units. These large, warehouse units have sprung up nationally as a booming industry because of one reason—the average person now has more possessions than they know what to do with. The same basic situation also plagues the world of IT. We’re in the midst of an explosion of data.

Cost-Benefit 101

Cost-Benefit Internet of Things IoT Optimization 101

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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?

Business Intelligence

Analytics Vidhya

JANUARY 29, 2024

To address the resource-intensive nature of LLMs, Microsoft introduces SliceGPT, a novel sparsification technique designed to compress models without sacrificing performance. Let’s examine the details of this new approach. What is Special About SliceGPT? Microsoft’s latest offering, SliceGPT, is an innovative solution for compressing large language models.

Modeling 318

Modeling Analytics 318

IBM Big Data Hub

JANUARY 29, 2024

What if employees had the ability to effortlessly delegate time-consuming tasks, access information seamlessly through simple inquiries, and tackle complex projects within a single, streamlined application? What if customers had access to an intelligent, friendly virtual agent to provide answers and enable self-service experiences around the clock? This technological revolution is now possible, thanks to the innovative capabilities of generative AI powered automation.

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Enterprise Reporting Technology Sales 91

Analytics Vidhya

JANUARY 29, 2024

Introduction As the field of artificial intelligence (AI) continues to grow and evolve, it becomes increasingly important for aspiring AI developers to stay updated with the latest research and advancements. One of the best ways to do this is by reading AI Papers for GenAI developers, which provide valuable insights into cutting-edge techniques and algorithms. […] The post A Must Read: 15 Essential AI Papers for GenAI Developers appeared first on Analytics Vidhya.

Analytics 318

Analytics IT Deep Learning Machine Learning 318

IBM Big Data Hub

JANUARY 29, 2024

A digital transformation is an overhauled, digital-first approach to how a business is run. The digital world is evolving quickly with new products and digital technologies that require vigorous digital transformation initiatives. The main goal of a digital transformation is to use new digital technologies throughout all aspects of a business and improve business processes.

Digital Transformation 66

Digital Transformation Consulting Internet of Things Recreation/Entertainment 66

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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.

Reporting

Analytics Vidhya

JANUARY 29, 2024

Introduction Saving a Pandas dataframe as a CSV file is crucial in data analysis and science projects, facilitating easy data sharing and access across various applications. This article delves into essential elements such as file path configuration, delimiter customization, handling missing values, and memory optimization. Uncover best practices to produce precise and easily shareable CSV […] The post How to Save a Pandas Dataframe as a CSV?

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Optimization Analytics 318

Dataiku

JANUARY 29, 2024

In a matter of months, Generative AI has spread throughout businesses like wildfire, gaining such momentum that it has become — for some — challenging to control. But the truth is, the adoption of Generative AI is just the tip of the “shadow AI” iceberg.

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IT 64

Analytics Vidhya

JANUARY 29, 2024

PayPal, a global leader in digital payments, is set to revolutionize the e-commerce landscape with a slew of innovative AI-powered updates. These groundbreaking features, designed for both consumers and merchants, aim to enhance the overall shopping experience. In this article, we delve into the details of these upcoming enhancements that leverage artificial intelligence for unprecedented […] The post PayPal Introduces Game-Changing AI-Powered Features appeared first on Analytics Vidhya.

Analytics 318

Analytics 318

IBM Big Data Hub

JANUARY 29, 2024

Part one of this series examined the dynamic forces behind data center retransformation. Now, we’ll look at designing the modern data center, exploring the role of advanced technologies, such as AI and containerization, in the quest for resiliency and sustainability. Strategize and plan for differentiation As a leader, you need to know where you want to take the business—understanding the trajectory of your organization is nonnegotiable.

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Data-driven Optimization Consulting Machine Learning 64

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Data-driven

Analytics Vidhya

JANUARY 29, 2024

Prophetic’s new AI device – Morpheus-1 blends technology and neuroscience to explore human consciousness through lucid dreams. Claiming the world’s first multimodal generative ultrasonic transformer title, Morpheus-1 orchestrates a fusion of machine learning, EEG data, and ultrasound waves. It aspires to unravel the mysteries of human consciousness, offering a tangible pathway to dream control.

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Machine Learning Technology Analytics IT 318

Ontotext

JANUARY 29, 2024

In 2023, data leaders and enthusiasts were enamored of — and often distracted by — initiatives such as generative AI and cloud migration. The generative AI buzz and interest in cloud migration shouldn’t be ignored, but as with any technology that requires data strategy, it’s critical that data and analytics professionals be crystal clear about their priorities and confident in the projects that will positively impact their business and goals.

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Strategy Management Metadata Data-driven 52

Analytics Vidhya

JANUARY 29, 2024

Introduction Pandas DataFrame is a powerful data structure in Python that allows for efficient data manipulation and analysis. Sorting is essential when working with data, as it helps better organise and understand the data. As an indispensable data structure, Pandas DataFrame empowers you to streamline and enhance your data-related tasks. Sorting, a fundamental operation in […] The post How to Sort Pandas DataFrame?

Analytics 317

Analytics IT Machine Learning Data Science 317

Depict Data Studio

JANUARY 29, 2024

Wondering what I’ve got planned this year? Here’s what’s in store for 2024 related to: Online Courses, Private Training, Conference Keynotes, and My Personal and Professional Goals. Online Courses The biggest improvement for 2024 is that all 6 courses will be offered LIVE (!!!). We’ll meet over Zoom on Monday, Tuesday, Wednesday, and Thursday afternoon from 1 – 4:30 pm Eastern each day.

Dashboards 52

Dashboards Consulting Reporting Software 52

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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.

Enterprise

Analytics Vidhya

JANUARY 29, 2024

In an ominous prediction, Britain’s spy agency, GCHQ, has issued a report highlighting the potential dangers of artificial intelligence (AI) in transforming novices into potent hackers. As we step into an era where the power of AI could make cyber warfare more accessible than ever, the report underscores the alarming threat landscape looming over the […] The post AI Can Turn Novices Into Powerful Hackers: British Spy Agency appeared first on Analytics Vidhya.

Reporting 317

Reporting Analytics 317

Data Science 101

JANUARY 29, 2024

The Logitech H390 headset has a good microphone. This video gives a nice demo of the audio quality. It also provides a demo of background noise not being picked up as strongly from the microphone. Overall, it is a great headset for remote workers or online instructors. See more details about the Logitech H390 Headset. The Logitech H390 Headset can be purchased at Amazon.

Testing 45

Testing IT 45

Analytics Vidhya

JANUARY 29, 2024

Introduction Let’s say you have a talented friend who can recognize patterns, like determining whether an image contains a cat or a dog. Now, this friend has a precise way of doing things, like he has a dictionary in his head. But, here’s the problem: this encyclopedia is huge and requires significant time and effort […] The post Optimizing Neural Networks: Unveiling the Power of Quantization Techniques appeared first on Analytics Vidhya.

Optimization 314

Optimization Analytics IoT Deep Learning 314

Data Science 101

JANUARY 29, 2024

The Logitech H390 Headset is a great headset choice for a virtual teacher or a remote worker. It is low cost and comfortable. Plus, the microphone quality is good. This microphone quality can be heard in this video. Features of the Logitech H390 8 foot Cord, great if you need to move around while on a call USB-A connection (that is the traditional rectangle USB plug) Padded Strap for the top of the head Adjustable size for the headset Controls on the cord (volume up and down, mute) Microphone is

IT 45

IT 45

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

Analytics Vidhya

JANUARY 29, 2024

In a surprising turn of events, Alphabet, the parent company of Google, has terminated its contract with Appen. The Australian AI data company is known for its role in training large language models and AI tools used in Google’s Bard, Search, and other products. This abrupt decision by Google has far-reaching consequences, not just for […] The post Google Cuts Off Bard’s Training Company appeared first on Analytics Vidhya.

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Modeling Analytics IT 312

Jet Global

JANUARY 29, 2024

As we assess the technological landscape for the new year, one of the only guarantees is that technology will continue to evolve. Cloud migration and support are top-of-mind for worldwide organizations–this year, cloud computing is forecast to surpass $1 trillion worldwide for the first time. Cloud-based ERPs reduce operating costs, can help automate processes, and provide finance teams with greater autonomy.

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Finance Reporting Cost-Benefit Data Warehouse 52

Analytics Vidhya

JANUARY 29, 2024

In a significant desktop browser update (v1.62), Brave Leo, the AI browser assistant, has incorporated Mixtral 8x7B as its default large language model (LLM). Mistral AI’s Mixtral 8x7B, known for its speed and superior performance, now powers Leo, bringing a host of improvements to the user experience. Let’s delve into the details of this integration […] The post Brave Leo Enhances Browser Experience with Mixtral 8x7B AI Assistant Integration appeared first on Analytics Vidhya.

Data Processing 308

Data Processing Modeling Analytics IT 308

Analytics Vidhya

JANUARY 29, 2024

Pika researchers introduced RPG (Recaptioning, Planning, Generating), a groundbreaking approach to enhancing text-to-image models. These methods collectively enhance the intricacies of text prompts, leading to more nuanced and detailed image generations. Chain-of-Thought Reasoning at the Core At the heart of RPG lies chain-of-thought reasoning, a powerful cognitive tool that breaks down complex prompts into manageable […] The post RPG: New Technique for Enhanced Text-to-Image Comprehension

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Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence