insideBIGDATA
AUGUST 7, 2024
In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, highlights how AI is turning into the trusty sidekick that every cybersecurity hero needs. Let’s dive into how AI is shaking things up and helping keep our digital lives safe and sound.
KDnuggets
AUGUST 9, 2024
Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.
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databricks
AUGUST 6, 2024
Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.
Analytics Vidhya
AUGUST 7, 2024
Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?
Speaker: Jason Chester, Director, Product Management
In today’s manufacturing landscape, staying competitive means moving beyond reactive quality checks and toward real-time, data-driven process control. But what does true manufacturing process optimization look like—and why is it more urgent now than ever? Join Jason Chester in this new, thought-provoking session on how modern manufacturers are rethinking quality operations from the ground up.
insideBIGDATA
AUGUST 3, 2024
In this contributed article, freelance writer Ellie Gabel discusses how the power grid is aging and can no longer keep up with consumers’ needs. Without adequate intervention, blackouts will soon become a regular occurrence. Could artificial intelligence be the key to fixing the country’s supply and demand woes?
KDnuggets
AUGUST 7, 2024
Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
AUGUST 3, 2024
Introduction In Artificial Intelligence, Understanding the underlying workings of language models has proven to be significant and difficult. Google has made a significant step forward in tackling this issue by releasing Gemma Scope, a comprehensive package of tools to assist researchers in peering inside the “black box” of AI language models.
insideBIGDATA
AUGUST 8, 2024
In this contributed article, Fredrik Forslund, Vice President and General Manager of International Sales for Blancco Technology Group, emphasizes the importance of adhering to cybersecurity and data governance best practices prior to an M&A to prevent a data breach and ensure the protection of an organization’s customer and corporate data.
KDnuggets
AUGUST 6, 2024
Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.
databricks
AUGUST 7, 2024
Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce.
Speaker: Kenten Danas, Senior Manager, Developer Relations
ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!
Analytics Vidhya
AUGUST 7, 2024
Introduction Everyone knows how popular roast videos are on YouTube, but have you ever been roasted by an AI? Today, I dove headfirst into the world of AI Wordware Roast, and let me tell you, it was a hilarious, ego-shattering experience. It is like a virtual stand-up comedian with the wit of a seasoned comic […] The post Today, I Tried Wordware AI Roast, and It is Hilarious appeared first on Analytics Vidhya.
insideBIGDATA
AUGUST 9, 2024
Over one third (35%) of global enterprises are struggling to retain or attract crucial skills in AI, data and automation, which is threatening their optimistic AI ambitions. This is according to research from an IDC InfoBrief, commissioned by Expereo, "Enterprise Horizons 2024" which highlights a critically low supply of AI expertise, despite AI now being considered as the biggest priority for CIOs across the world.
KDnuggets
AUGUST 7, 2024
Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.
Machine Learning Mastery
AUGUST 6, 2024
If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values for the parameters—or model coefficients—that characterize it. But machine learning models also have a set of hyperparameters whose values you should specify when training the model. So how do you find the optimal values for […] The post Tips for Tuning Hyperparameters in Machine Learning Models appeared first on MachineLearningMastery.com.
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Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Analytics Vidhya
AUGUST 9, 2024
Introduction Have you ever spent hours perfecting a spreadsheet, only to worry that someone else might unintentionally (or intentionally!) mess with your carefully crafted data? I’ve been there, and it’s not a fun place to be. Excel is an incredibly powerful tool that many of us rely on for everything from simple lists to complex […] The post A Guide to Locking Cells and Securing Your Data in Excel appeared first on Analytics Vidhya.
insideBIGDATA
AUGUST 7, 2024
Trend Micro Incorporated (TYO: 4704; TSE: 4704) has launched multiple efforts to shape the future of AI implementation by enterprises and governments. The new solution, included in Trend Micro's Vision One™ Sovereign Private Cloud — powered by NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform — will allow organizations to maximize the potential of the AI era while maintaining business resilience.
KDnuggets
AUGUST 5, 2024
Learn how to analyze the time series dataset with the Python package NumPy.
Machine Learning Mastery
AUGUST 9, 2024
As a machine learning engineer or a data scientist, you’ll likely need to work with time series data. Time series analysis focuses on data indexed by time, such as stock prices, temperature, and the like. If you’re already comfortable with machine learning fundamentals but new to time series, this guide will provide you with five […] The post 5 Tips for Getting Started with Time Series Analysis appeared first on MachineLearningMastery.com.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Analytics Vidhya
AUGUST 8, 2024
Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis. This analysis can be used to optimize organizational strategy and processes. As technology progresses […] The post Future of Data Analyst appeared first on Analytics Vidhya.
insideBIGDATA
AUGUST 6, 2024
Cognizant (NASDAQ: CTSH) has released a companion analysis to its comprehensive 2023 study with Oxford Economics, and the new report - titled "New Work, New World: Quantifying Global Gen AI Momentum" - outlines cautious optimism is driving current market adoption of generative AI across various industries and geographies.
KDnuggets
AUGUST 5, 2024
Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.
Machine Learning Research at Apple
AUGUST 4, 2024
This paper was accepted at the ACL 2024 Large language models (LLMs) are central to modern natural language processing, delivering exceptional performance in various tasks. However, their substantial computational and memory requirements present challenges, especially for devices with limited DRAM capacity. This paper tackles the challenge of efficiently running LLMs that exceed the available DRAM capacity by storing the model parameters in flash memory, but bringing them on demand to DRAM.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Analytics Vidhya
AUGUST 8, 2024
Introduction Think about it like you’re solving a puzzle where each of those SQL queries is a part of the image and you are trying to get the complete picture out of it. Here are the practices described in this guide that teach you how to read and write SQL queries. Whether you are reading […] The post Guide to Read and Write SQL Queries appeared first on Analytics Vidhya.
insideBIGDATA
AUGUST 8, 2024
BigID, a leader in data security, compliance, privacy, and AI data management, announced a groundbreaking innovation that is set to transform the AI landscape. Today, BigID becomes the first Data Security Posture Management (DSPM) solution to offer scanning and securing of sensitive data stored in vector databases: a critical advancement for AI adoption and enterprise security.
KDnuggets
AUGUST 9, 2024
Explore Python's Pendulum library for simplified date & time handling and timezone management.
Machine Learning Mastery
AUGUST 7, 2024
Many beginners will initially rely on the train-test method to evaluate their models. This method is straightforward and seems to give a clear indication of how well a model performs on unseen data. However, this approach can often lead to an incomplete understanding of a model’s capabilities. In this blog, we’ll discuss why it’s important […] The post From Train-Test to Cross-Validation: Advancing Your Model’s Evaluation appeared first on MachineLearningMastery.com
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Analytics Vidhya
AUGUST 3, 2024
Introduction Meta has once again redefined the limits of artificial intelligence with the launch of the Segment Anything Model 2 (SAM-2). This groundbreaking advancement in computer vision takes the impressive capabilities of its predecessor, SAM, to the next level. SAM-2 revolutionizes real-time image and video segmentation, precisely identifying and segmenting objects.
Data Science Dojo
AUGUST 8, 2024
The search engine landscape is on the brink of a major shift. Traditional search engines like Google have dominated the field for years, but now OpenAI is entering the game with SearchGPT. This AI search engine promises to completely change how we find information online. By understanding natural language queries and offering direct answers, SearchGPT transforms the search experience from a static list of links to an engaging dialogue.
KDnuggets
AUGUST 8, 2024
Master statistics and land your first data science job.
insideBIGDATA
AUGUST 5, 2024
In this contributed article, Elaine Gemmell, Head of Regulatory Affairs at InnoScot Health, discusses regulators needing to keep pace with advancement of artificial intelligence for fresh and innovative healthcare benefits.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
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