Analytics Vidhya

MARCH 28, 2024

Introduction In the fast changing world of big data processing and analytics, the potential management of extensive datasets serves as a foundational pillar for companies for making informed decisions. It helps them to extract useful insights from their data. A variety of solutions has been emerged in past few years , such as Databricks Delta […] The post Guide to Migrating from Databricks Delta Lake to Apache Iceberg appeared first on Analytics Vidhya.

Big Data 283

Big Data Data Processing Management Analytics 283

Analytics Vidhya

MARCH 7, 2024

Introduction Imagine having a conversation with your favorite historical figure, getting life advice from a fictional character, or even creating your unique digital companion. Character.ai makes these scenarios possible through its innovative platform. It allows users to create and interact with artificial intelligence (AI) simulations of various characters.

Interactive 301

Interactive Analytics IT 301

Analytics Vidhya

MARCH 7, 2024

Introduction In the rapid evolving digital era, social media stands as a crucial conduit for communication and engagement. Amid the relentless flow of online content, distinguishing oneself necessitates the creation of captivating s that truly engage audiences. Enter LLAMA 2 AI—a technological marvel poised to redefine content creation on social media platforms.

Technology 304

Technology Analytics Deep Learning Machine Learning 304

Analytics Vidhya

MARCH 7, 2024

Artificial Intelligence (AI) has transitioned from a futuristic concept to an indispensable tool in our daily lives. In 2024, the landscape of AI products has expanded exponentially, offering innovative solutions to enhance productivity, creativity, and efficiency across various industries. From virtual assistants to advanced data analysis tools, these AI products are not just cutting-edge novelties; […] The post Top 10 AI Products to Use in 2024 appeared first on Analytics Vidhya.

Analytics 307

Analytics Machine Learning 307

Analytics Vidhya

MARCH 7, 2024

Introduction In artificial intelligence, particularly in natural language processing, two terms often come up: Perplexity and ChatGPT. While ChatGPT, developed by OpenAI, stands as a titan in conversational AI, “Perplexity” pertains more to a performance metric used in evaluating language models. This comparison explores a hypothetical scenario where “Perplexity” represents an AI model focused on […] The post The Comparison: Perplexity AI vs ChatGPT appeared first o

Metrics 302

Metrics Modeling Analytics Deep Learning 302

Analytics Vidhya

MARCH 7, 2024

Stability AI and Tripo AI have collaborated to unveil TripoSR, a cutting-edge generative AI model. The new model promises to revolutionize the creation of high-quality 3D objects from single images in mere seconds. This collaborative effort marks a significant leap forward in 3D deep learning. It addresses the longstanding challenges of 3D object generation and […] The post New Stable Diffusion Model TripoSR Can Generate 3D Object from a Single Image appeared first on Analytics Vidhya.

Modeling 309

Modeling Deep Learning Analytics IT 309

Analytics Vidhya

MARCH 6, 2024

Introduction Business analysis plays a crucial role in organizations by bridging the gap between business needs and technology solutions. Certified Business Analysts are skilled professionals who analyze data, identify opportunities, and recommend strategies to enhance business processes. If you’re considering a career in business analysis, obtaining a certification can boost your credibility and open up new opportunities. […] The post Top 8 Business Analyst Certifications appeared first o

Business Analysis 294

Business Analysis Strategy Technology Analytics 294

Analytics Vidhya

MARCH 6, 2024

Microsoft Research introduces Orca-Math, a groundbreaking achievement in AI technology, showcasing unparalleled efficiency in solving math word problems. Despite its compact size, Orca-Math competes with and even surpasses larger models, marking a significant milestone in AI development. Also Read: Claude 3 is Here! New AI Model Leaves OpenAI’s GPT-4 in the Dust Orca-Math: Pushing the […] The post Microsoft’s Orca-Math Outperforms Gemini Ultra and GPT-4 appeared first on Analytics Vidhya.

Modeling 308

Modeling Technology Analytics IT 308

Analytics Vidhya

FEBRUARY 25, 2024

In our insightful conversation with Rajiv Shah, a seasoned data scientist with a penchant for understanding the ‘why’ behind every data point, we uncover the transformative power of curiosity in the field of data science. From his nickname “the why guy” in the military to his diverse experiences at leading AI startups like DataRobot and […] The post Rajiv Shah’s Journey from Military Curiosity to AI Leadership appeared first on Analytics Vidhya.

Data Science 290

Data Science Analytics 290

Analytics Vidhya

FEBRUARY 21, 2024

In a bid to revolutionize the way users engage with PDF documents, Adobe has rolled out an innovative AI assistant feature embedded within its Reader and Acrobat applications. This transformative tool aims to streamline document analysis and comprehension by generating summaries, answering queries, and offering tailored insights—all within the familiar interface of Acrobat and Reader. […] The post Adobe Introduces AI Assistant to Communicate with PDF Files appeared first on Analytics Vidhy

Analytics 293

Analytics IT Modeling 293

Analytics Vidhya

FEBRUARY 21, 2024

Wipro Limited, a leading IT company, has unveiled an expanded collaboration with Intel Foundry, aimed at accelerating innovation in AI chip design. This alliance signifies a strategic move to cater to the burgeoning demand for advanced artificial intelligence technologies. Let’s explore the industry implications of this partnership. Also Read: SoftBank Plans $100 Billion AI Chip […] The post Wipro and Intel Forge Alliance to Fuel AI Chip Innovation appeared first on Analytics Vidhya.

Technology 236

Technology Analytics Manufacturing IT 236

Analytics Vidhya

FEBRUARY 21, 2024

Hugging Face introduces Cosmopedia v0.1, marking a significant leap in the realm of synthetic datasets. Boasting over 30 million samples and a staggering 25 billion tokens, this dataset, generated by Mixtral, aims to compile global knowledge sourced from diverse web datasets. Let’s delve into the details of this groundbreaking development. Also Read: Mistral AI Introduces […] The post Hugging Face Releases World’s Largest Open Synthetic Dataset appeared first on Analytics Vidhy

Analytics 284

Analytics 284

Analytics Vidhya

FEBRUARY 12, 2024

Introduction In the world of digital money, something exciting is happening. People are combining artificial intelligence (AI) with cryptocurrencies to make new kinds of digital assets called AI cryptocurrencies. These tokens use the smart abilities of AI to change how things work on the internet money system called blockchain. In this article, we’re going to […] The post Top 10 Artificial Intelligence (AI) Cryptocurrencies appeared first on Analytics Vidhya.

Analytics 218

Analytics Technology 218

Analytics Vidhya

FEBRUARY 7, 2024

In a landmark development, QX Lab AI has unveiled Ask QX, a pioneering hybrid generative AI platform aimed at democratizing AI access, particularly for non-native English speakers. This revolutionary platform, available in over 100 languages including 12 Indian languages, marks a significant leap forward in AI technology, promising seamless interaction and unprecedented language proficiency.

Interactive 295

Interactive Technology Analytics Modeling 295

Analytics Vidhya

FEBRUARY 2, 2024

Introduction In the era of big data, organizations are inundated with vast amounts of unstructured textual data. The sheer volume and diversity of information present a significant challenge in extracting insights. Unstructured data, including text documents and social media posts, exacerbates this challenge with its inherent lack of predefined structure, making extracting meaningful insights even […] The post Ways of Converting Textual Data into Structured Insights with LLMs appeared firs

Unstructured Data 294

Unstructured Data Big Data Analytics IT 294

Analytics Vidhya

FEBRUARY 2, 2024

Introduction After the Llama and Mistral models were released, the open-source LLMs took the limelight out of OpenAI. Since then, multiple models have been released based on Llama and Mistral architecture, performing on par with proprietary models like GPT-3.5 Turbo, Claude, Gemini, etc. However, these models are too large to be used in consumer hardware. […] The post Fine-tuning A Tiny-Llama Model with Unsloth appeared first on Analytics Vidhya.

Modeling 289

Modeling Analytics 289

Analytics Vidhya

FEBRUARY 2, 2024

As the demand for data-driven insights continues to surge across industries, the role of data scientists has become increasingly crucial. If you’re considering a career in data science or looking to elevate your current position, it’s essential to explore opportunities with companies that are at the forefront of innovation in this dynamic field.

Data Science 290

Data Science Data-driven Analytics IT 290

Analytics Vidhya

FEBRUARY 2, 2024

Introduction numpy.linspace() is a powerful function in Python’s NumPy library that allows you to create evenly spaced arrays with a specified number of elements. It’s a versatile tool used in various applications, from scientific computing to data analysis and data visualization. In this blog, we’ll explore the ins and outs of numpy.linspace() and how you […] The post What is numpy.linspace() in Python?

Visualization 295

Visualization Analytics IT 295

Analytics Vidhya

FEBRUARY 2, 2024

Apple’s much-anticipated Vision Pro headset has hit the market, boasting an array of features and applications designed to redefine the virtual and augmented reality experience. Priced at $3,499, the Vision Pro is set to cater to a diverse audience, blending entertainment, productivity, and spatial computing. In this article, we delve into the key aspects of […] The post Apple’s Vision Pro Launched with 600 Apps: Here’s All You Need to Know appeared first on Analytics Vidhya.

Recreation/Entertainment 306

Recreation/Entertainment Marketing Analytics 306

Analytics Vidhya

JANUARY 24, 2024

Introduction In the quickly growing landscape of artificial intelligence and machine learning, TinyLlama 1.1B emerges as a noteworthy development. In an era where computational constraints pose challenges for running more complex models, TinyLlama stands out by defying expectations. It showcases the remarkable performance of compact models. This article aims to provide an analysis of TinyLlama […] The post TinyLlama 1.1B – Size Doesn’t Matter appeared first on Analytics Vidhya.

Machine Learning 252

Machine Learning Modeling Analytics IT 252

Analytics Vidhya

JANUARY 24, 2024

In a momentous stride toward advancing the integrity of artificial intelligence, EQTY Lab has proudly introduced ClimateGPT on the HuggingFace community AI platform. This initiative, unveiled at the World Economic Forum Annual Meeting in Davos, signifies a new standard in seamlessly integrating a robust AI integrity fabric with the Hedera public ledger.

Analytics 292

Analytics Modeling 292

Analytics Vidhya

JANUARY 23, 2024

In an unprecedented move, New Hampshire voters faced a disturbing attempt at voter suppression through AI-generated robocalls, mimicking the voice of President Joe Biden. The deceptive calls urged recipients not to vote in Tuesday’s primary, sparking investigations by the New Hampshire attorney general’s office. Let’s delve into its impact on the 2024 US elections.

Analytics 269

Analytics IT 269

Analytics Vidhya

JANUARY 18, 2024

In a landmark event, Samsung Electronics revealed its highly anticipated Galaxy S24 Series, heralding a new era in mobile innovation driven by Artificial Intelligence (AI). The trio, comprising the Galaxy S24 Ultra, Galaxy S24+, and Galaxy S24, introduces groundbreaking AI features that redefine communication, photography, gaming, and environmental sustainability.

Analytics 224

Analytics IT 224

Analytics Vidhya

JANUARY 14, 2024

Introduction The apt-get command is a powerful tool in Linux that allows users to manage software packages. Whether you want to install, update, remove, or search for packages, apt-get provides a simple and efficient way to handle these tasks. In this article, we will explore the various functionalities of apt-get and provide examples to help […] The post apt-get Command in Linux: Understanding with Examples appeared first on Analytics Vidhya.

Software 337

Software Management Analytics 337

Analytics Vidhya

JANUARY 9, 2024

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities to work with structured data. One common task in data analysis is to add a new column to an existing DataFrame in Pandas. This article will explore different methods to accomplish this task and provide examples to illustrate their usage. Why […] The post How to Add a New Column to an Existing DataFrame in Pandas?

Structured Data 315

Structured Data Analytics 315

Analytics Vidhya

JANUARY 9, 2024

Introduction Python provides various built-in functions and methods to manipulate strings effectively. One common string manipulation task is case conversion. Case conversion is a common operation when working with strings in Python. It involves changing the case of characters within a string, such as converting all characters to uppercase or lowercase or even swapping the […] The post Case Conversion in Python: Upper(), Lower() & Swapcase() appeared first on Analytics Vidhya.

Analytics 289

Analytics IT Machine Learning Data Science 289

Analytics Vidhya

JANUARY 9, 2024

In a groundbreaking development, the Frontier supercomputer, powered by AMD technology, has achieved a monumental feat by successfully running a 1 trillion parameter Large Language Model (LLM). Situated at the Oak Ridge National Laboratory in Tennessee and managed by the Department of Energy, Frontier’s accomplishment places it in direct competition with advanced AI models, notably […] The post World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run appeared f

Modeling 302

Modeling Technology Management Analytics 302

Analytics Vidhya

JANUARY 9, 2024

Introduction Python, a versatile and dynamic programming language, relies on symbols to convey meaning and functionality. This exploration delves into the significance of one such symbol: the underscore (_). In Python, the underscore (_) is a versatile symbol. It is commonly used as a throwaway variable, a placeholder in loops, and for internal naming conventions. […] The post What Is The Role of Underscore ( _ ) in Python?

Analytics 295

Analytics IT 295

Analytics Vidhya

JANUARY 9, 2024

Deloitte, a global leader in professional services, has taken a unique approach by developing its own generative AI (GenAI) chatbot. In a strategic move to enhance productivity and streamline operations, the firm has introduced its AI initiative named ‘PairD’ across its workforce in Europe and the Middle East. This internal deployment, catering to 75,000 employees, […] The post Deloitte’s PairD AI Chatbot: Transforming Workflows and Fostering Inclusivity appeared first on

Analytics 235

Analytics IT Technology 235

Analytics Vidhya

JANUARY 5, 2024

Google DeepMind’s robotics team is making significant strides in the field of advanced robotics with the introduction of three groundbreaking AI systems—AutoRT, SARA-RT, and RT-Trajectory. These systems leverage large language models to enhance the development of versatile robots for everyday use. In this article, we delve into the capabilities of each system and their potential […] The post Google DeepMind to Build Intelligent Helper Robots appeared first on Analytics Vidhya.

Modeling 295

Modeling Analytics Technology 295

Analytics Vidhya

JANUARY 5, 2024

Introduction Alpaca-LoRA is an advanced language model that utilizes the power of machine learning to generate human-like text. By running Alpaca-LoRA on your device, you can harness its capabilities to create engaging and informative content. In this article, we will guide you through setting up and running Alpaca-LoRA on your device, highlighting the benefits and […] The post Discover the Process of Executing Alpaca-LoRA on Your Device appeared first on Analytics Vidhya.

Machine Learning 294

Machine Learning Modeling Analytics IT 294

Analytics Vidhya

JANUARY 5, 2024

Introduction Prompting plays a crucial role in enhancing the performance of Large Language Models. By providing specific instructions and context, prompts guide LLMs to generate more accurate and relevant responses. In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance.

Modeling 293

Modeling Analytics Data Science 293

Analytics Vidhya

JANUARY 1, 2024

Introduction Holiday breaks are meant for enjoyment, yet the preliminary arrangements can feel tedious. But, once the details are sorted, the joyous atmosphere takes center stage, transforming those initial efforts into the foundation of unforgettable memories. So, if you eagerly want to travel and don’t know how to plan the trip, then ChatGPT prompts are […] The post 50+ ChatGPT Prompts to Plan Your Next Trip appeared first on Analytics Vidhya.

Analytics 304

Analytics Data Science 304

Analytics Vidhya

DECEMBER 31, 2023

Introduction Librosa is a powerful Python library that offers a wide range of tools and functionalities for handling audio files. Whether you’re a music enthusiast, a data scientist, or a machine learning engineer, Librosa can be a valuable asset in your toolkit. In this hands-on guide, we will explore the importance of Librosa for audio […] The post Hands-On Guide To Librosa For Handling Audio Files appeared first on Analytics Vidhya.

Machine Learning 320

Machine Learning Analytics 320

Analytics Vidhya

DECEMBER 27, 2023

Introduction The gaming industry has witnessed a remarkable transformation with the integration of Artificial Intelligence (AI) technology. AI has revolutionized the way games are developed, played, and experienced. From enhancing gameplay to influencing game design and storytelling, AI has become an integral part of the gaming ecosystem. Let’s explore the impact of AI on video […] The post This is How AI in Empowering the Gaming Industry ?

Technology 315

Technology Analytics Machine Learning Data Science 315

Analytics Vidhya

DECEMBER 26, 2023

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand. HuggingFace is the primary provider of Open Source LLMs, where the model parameters are available to the public, and anyone can use them […] The post A Comprehensive Guide to Implement HuggingFace Models Using Langchain appeared first on Analytics Vidhya.

Modeling 437

Modeling Analytics Deep Learning 437

Analytics Vidhya

DECEMBER 14, 2023

Introduction Artificial intelligence (AI) is a fascinating landscape where technological strides intersect with our daily lives in ways that resonate with the essence of human connection. This year has unfolded a narrative of innovation that transcends mere algorithms, bringing AI closer to us with a touch of familiarity. Join us on this journey as we […] The post AI in 2023: The Timeline appeared first on Analytics Vidhya.

Technology 304

Technology Analytics 304