Analytics Vidhya

APRIL 17, 2024

PyTorch has unveiled torchtune, a new PyTorch-native library aimed at streamlining the process of fine-tuning large language models (LLMs). It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases. Let’s explore the features and applications of this easy-to-use and flexible new library. Also Read: Pytorch […] The post PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning appeared first on Analytics Vidhya.

Optimization 306

Optimization Modeling Analytics IT 306

Analytics Vidhya

APRIL 17, 2024

Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. But to know its full potential, we need a robust infrastructure like MLOps. This article dives deep into the MLOps, bridging the gap between data science and production. Discover the top MLOps tools empowering data teams today, […] The post Top 19 MLOps Tools to Learn in 2024 appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Data Science Analytics IT 306

Analytics Vidhya

APRIL 17, 2024

Introduction Imagine a world where Artificial Intelligence seamlessly comprehends not just text but also images, videos, and audio. Reka has launched Reka Core, a new frontier-class multimodal language model that supports input of text, image, video, and audio. This model is one of only two commercially available with such capabilities, offering advanced performance in automated […] The post Reka Core: Text, Images, Videos… All in One!

Modeling 293

Modeling Analytics 293

Analytics Vidhya

MARCH 27, 2024

Welcome to the Leading with Data session featuring Dr. Anand Rao, a seasoned leader bridging ancient wisdom with modern AI. With three decades of experience across continents and sectors, Dr. Rao integrates Advaita philosophy into his leadership, fostering diverse perspectives for positive change. From pioneering AI applications in aerospace to shaping national AI strategies, his […] The post Unlocking the Future: Dr.

Strategy 305

Strategy Analytics 305

Analytics Vidhya

MARCH 27, 2024

Microsoft is undergoing a leadership change with a strong focus on artificial intelligence (AI). Mustafa Suleyman, co-founder of DeepMind (acquired by Google), has been appointed CEO of Microsoft AI, a move CEO Satya Nadella views as critical for advancing the company’s AI initiatives. These changes extend beyond just new leadership. Mikhail Parakhin, who has led […] The post Mikhail Parakhin Steps Down from Bing Search & Microsoft Advertising appeared first on Analytics Vidhya.

Advertising 279

Advertising Analytics 279

Analytics Vidhya

MARCH 27, 2024

The world of Generative AI is booming! Big names like OpenAI and Google are grabbing headlines, but there’s a wave of innovative startups tackling this exciting field differently. One such startup is Fireworks.ai. They might not have the brand recognition of giants like Meta, but they boast a game-changer: the largest open-source model API, with […] The post This is How Fireworks.ai is Democratizing Generative AI for Developers appeared first on Analytics Vidhya.

Modeling 282

Modeling Analytics 282

Analytics Vidhya

MARCH 27, 2024

Introduction 3D image segmentation involves partitioning volumetric data into distinct regions to extract meaningful information such as identifying organs, tumors, etc. With applications ranging from medical diagnosis to industrial inspection and robotics, 3D segmentation plays a pivotal role in understanding complex three-dimensional structures and objects.

Analytics 293

Analytics Deep Learning 293

Analytics Vidhya

MARCH 27, 2024

Calling all Apple fans and developers! The highly anticipated World Wide Developer Conference (WWDC) returns in June 2024, promising a week packed with exciting announcements. This year’s WWDC will take place primarily online, with June 10th reserved for a limited in-person keynote event. Developers and fans can apply to attend the keynote through the Apple […] The post WWDC 2024 Dates Announced: Here’s What to Expect!

Analytics 294

Analytics 294

Analytics Vidhya

MARCH 27, 2024

Introduction Starting with the fundamentals: What is a data stream, also referred to as an event stream or streaming data? At its heart, a data stream is a conceptual framework representing a dataset that is perpetually open-ended and expanding. Its unbounded nature comes from the constant influx of new data over time. This approach is […] The post Kafka Stream Processing Guide 2024 appeared first on Analytics Vidhya.

Analytics 294

Analytics IT Big Data 294

Analytics Vidhya

MARCH 27, 2024

Introduction This article will introduce the concept of data modeling, a crucial process that outlines how data is stored, organized, and accessed within a database or data system. It involves converting real-world business needs into a logical and structured format that can be realized in a database or data warehouse. We will explore how data […] The post Data Modeling Demystified: Crafting Efficient Databases for Business Insights appeared first on Analytics Vidhya.

Modeling 295

Modeling Data Warehouse Analytics IT 295

Analytics Vidhya

MARCH 27, 2024

Introduction Learning about Window Functions in PySpark can be challenging but worth the effort. Window Functions are a powerful tool for analyzing data and can help you gain insights you may not have seen otherwise. By understanding how to use Window Functions in Spark; you can take your data analysis skills to the next level […] The post Working with Window Functions in PySpark appeared first on Analytics Vidhya.

Analytics 306

Analytics 306

Analytics Vidhya

MARCH 26, 2024

Introduction Linear Discriminant Analysis (LDA) is a supervised technique used for maximizing class separability. The LDA dimensional reduction technique aims to enhance computational efficiency and mitigate overfitting caused by the curse of dimensionality in non-regularized models like Decision Trees. Linear Discriminant Analysis (LDA) seeks to identify the feature subspace that maximizes the separation between classes. […] The post Comprehensive Guide on Linear Discriminant Analysis app

Modeling 143

Modeling Analytics 143

Analytics Vidhya

MARCH 26, 2024

Introduction Have you ever wished you could channel your creative energy into writing songs but struggled to find the right words or melody? Thanks to recent advancements in AI technology, there are now tools that can help spark your songwriting inspiration and guide you through the process with helpful suggestions. One such tool is Suno […] The post Suno AI: Now Anyone can Create Music of All Genres appeared first on Analytics Vidhya.

Technology 282

Technology Analytics Deep Learning Machine Learning 282

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 295

Business Analysis Strategy Technology Analytics 295

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 309

Modeling Technology Analytics IT 309

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 291

Data Science Analytics 291

Analytics Vidhya

FEBRUARY 21, 2024

Introduction Python’s elegance lies in its syntax and rich set of programming constructs, among which closures stand out as a powerful tool for encapsulation and code organization. Closures enable functions to retain access to variables from their enclosing scope, fostering modularity and enhancing code clarity. In this exploration of closures, we unravel their inner workings […] The post Understanding Python Closures: Deep Dive into Functional Programming appeared first on Analytics

Analytics 295

Analytics IT 295

Analytics Vidhya

FEBRUARY 16, 2024

As we step into 2024, the landscape of AI video creation tools is evolving rapidly. Synthesia AI has been a game-changer, but there are several other alternatives that are worth exploring. In this blog, we will delve into the top 6 Synthesia AI alternatives that are set to redefine the AI video creation space in […] The post Top 6 Synthesia AI Alternatives in 2024 appeared first on Analytics Vidhya.

Analytics 287

Analytics 287

Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks. However, the exorbitant costs of training these models from scratch have prompted researchers to explore alternative […] The post Knowledge Fusion of Large Language Models (LLMs) appeared firs

Modeling 290

Modeling Analytics Machine Learning Data Science 290

Analytics Vidhya

FEBRUARY 11, 2024

Welcome to our Python Functions quiz! Functions are essential building blocks in Python programming, allowing you to organize code, promote reusability, and enhance readability. This quiz is designed to evaluate your proficiency in defining, calling, and utilizing functions effectively. Get ready to sharpen your skills and deepen your understanding of Python function concepts!

Analytics 293

Analytics 293

Analytics Vidhya

FEBRUARY 11, 2024

Sam Altman, the CEO of OpenAI, has set his sights on a staggering fundraising goal of $5 to $7 trillion to revolutionize the semiconductor industry. In the midst of a global chip shortage, Altman aims to address the scarcity of AI chips crucial for advancing technologies like ChatGPT and artificial general intelligence (AGI). This ambitious […] The post OpenAI’s Sam Altman Runs to Raise $7 Trillion to Transform AI Chip Industry appeared first on Analytics Vidhya.

Technology 235

Technology Analytics Manufacturing 235

Analytics Vidhya

FEBRUARY 6, 2024

Python variables play a crucial role in programming as they serve as containers to store and manipulate data during program execution. Understanding how variables work in Python is fundamental for anyone learning the language. This set of multiple-choice questions aims to test your knowledge of Python variables, covering topics ranging from basic variable creation to […] The post 30+ Multiple-Choice Questions on Python Variables appeared first on Analytics Vidhya.

Testing 295

Testing Analytics 295

Analytics Vidhya

FEBRUARY 6, 2024

Introduction When it comes to managing and organizing data, two popular options are relational databases and graph databases. Both have their unique strengths and weaknesses, making them suitable for different use cases. In this article, we will delve into the key differences between Relational Database vs Graph Database, exploring their structure, querying capabilities, scalability, flexibility, […] The post Relational Database vs Graph Database: A Comparison Guide appeared first on Analy

Management 290

Management Analytics IT 290

Analytics Vidhya

FEBRUARY 7, 2024

Meta, the parent company of Facebook, Instagram, and Threads, announces plans to implement labeling for AI-generated content across its platforms. This is in response to the proliferation of AI-generated content and concerns about its potential to mislead users. This move aims to enhance transparency and help users distinguish between AI-generated and human-created content amidst the […] The post Meta Takes Steps to Label AI-Generated Content Across Facebook, Instagram, and Threads appear

Analytics 307

Analytics IT Strategy Technology 307

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 271

Analytics IT 271

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 225

Analytics IT 225

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 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

The Indian government is gearing up for significant amendments to the Information Technology (IT) Rules of 2021. The new additions target enhancing the oversight of artificial intelligence (AI) entities and generative AI models. We expect these amendments to introduce rigorous regulations for platforms utilizing AI algorithms or language models for machine training.

IT 305

IT Modeling Technology Analytics 305

Analytics Vidhya

JANUARY 5, 2024

Introduction In Artificial intelligence and machine learning, the demand for efficient and secure data handling has never been greater. One crucial element in this process is the management of tensors, the fundamental building blocks of machine learning models. As the volume of sensitive data used in these models continues to rise, ensuring the security and […] The post Safetensors: A Secure Approach to Storing and Distributing Tensors appeared first on Analytics Vidhya.

Machine Learning 323

Machine Learning Modeling Management Analytics 323

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 295

Machine Learning Modeling Analytics IT 295

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 294

Modeling Analytics Data Science 294

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 321

Machine Learning Analytics 321

Analytics Vidhya

DECEMBER 26, 2023

Introduction Bubble Sort is a simple sorting algorithm that repeatedly steps through the list, compares adjacent elements, and swaps them if they are in the wrong order. While it may not be the most efficient sorting algorithm for large datasets, it is easy to understand and implement, making it a valuable learning tool for beginners. […] The post Bubble Sort in Python: A Comprehensive Guide appeared first on Analytics Vidhya.

Analytics 301

Analytics IT Machine Learning 301

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 438

Modeling Analytics Deep Learning 438