Fri.Sep 22, 2023

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Machine Learning Experiment Tracking Using MLflow

Analytics Vidhya

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.

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Mastercard preps for the post-quantum cybersecurity threat

CIO Business Intelligence

The ecosystem of digital payments is a sitting duck. The billions of transactions we conduct online today are protected by what are called public-key encryption technologies. But as quantum computers become more powerful, they will be able to break these cryptographic algorithms. Such a cryptographically relevant quantum computer (CRQC) could deliver a devastating impact to global cybersecurity protocols.

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Cognitive Computing: Definition, Working, Examples and More 

Analytics Vidhya

Introduction In 2011, a special robot called Baxter joined factory teams. It stood six feet tall, weighing 300 pounds, with two handy arms and expressive digital eyes. What made Baxter unique was that it could work alongside humans, thanks to cognitive computing. This AI approach copied how humans think and learn. Humans taught Baxter how […] The post Cognitive Computing: Definition, Working, Examples and More appeared first on Analytics Vidhya.

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Effective Small Language Models: Microsoft’s 1.3 Billion Parameter phi-1.5

KDnuggets

Learn about Microsoft’s 1.3 billion parameter model that has outperformed Llama 2’s 7-billion parameters model on several benchmarks.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Unraveling the Power of Diffusion Models in Modern AI

Analytics Vidhya

Introduction In the rapidly evolving field of artificial intelligence, there’s a lot of excitement around a new concept called “Diffusion Models in Modern AI.” These models are like pioneers in AI, achieving tasks that were once considered very hard. In today’s AI landscape, diffusion models make waves with the unique ability to generate data by […] The post Unraveling the Power of Diffusion Models in Modern AI appeared first on Analytics Vidhya.

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Optimizing Data Storage: Exploring Data Types and Normalization in SQL

KDnuggets

Learn about the data types and normalization techniques in SQL, which will be very helpful for optimizing your data storage.

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Top 5 Free Alternatives to GPT-4

KDnuggets

Think GPT-4 is a big deal? These Generative AI newbies are already stealing the show!

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How to Create a Waterfall Chart in Excel?

Analytics Vidhya

Introduction Excel is a global powerhouse, serving many functions, from data analysis and mathematical calculations to business report management and data organization. It excels at data visualization, allowing users to craft charts and graphs like pivot charts, 2-D line graphs, histograms, pie charts, and more. Among these, the waterfall chart in excel stands out as […] The post How to Create a Waterfall Chart in Excel?

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Exploring Neural Networks

KDnuggets

Unlocking the power of AI: a suide to neural networks and their applications.

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7 Solutions for AI in Financial Services

Dataiku

Here at Dataiku we like to make the lives of everyone who works with data as easy as possible. Whether you devote your time to thwarting credit card fraud, detecting and stopping money laundering activities, embedding ESG frameworks across your processes, or more, you should benefit from the technologies that allow you to work smarter across the board.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Stitch Fix seamless migration: Transitioning from self-managed Kafka to Amazon MSK

AWS Big Data

This post is co-written with Karthik Kondamudi and Jenny Thompson from Stitch Fix. Stitch Fix is a personalized clothing styling service for men, women, and kids. At Stitch Fix, we have been powered by data science since its foundation and rely on many modern data lake and data processing technologies. In our infrastructure, Apache Kafka has emerged as a powerful tool for managing event streams and facilitating real-time data processing.

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Top 15 data management platforms available today

CIO Business Intelligence

Data management platform definition A data management platform (DMP) is a suite of tools that helps organizations to collect and manage data from a wide array of first-, second-, and third-party sources and to create reports and build customer profiles as part of targeted personalization campaigns. Deploying a DMP can be a great way for companies to navigate a business world dominated by data, and these platforms have become the lifeblood of digital marketing today.

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Use the new SQL commands MERGE and QUALIFY to implement and validate change data capture in Amazon Redshift

AWS Big Data

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads. Amazon Redshift has added many features to enhance analytical processing like ROLLUP, CUBE and GROUPING SETS , which were demonstrated in the post Simplify Online Analytical Processing (OLAP) queries in Amazon Redshift using new SQL constructs such as ROLLUP, CUBE, and GROUPING SETS.

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Bridge the Gap Between Reporting and Data Visualization in Power BI

Jet Global

In a rapidly evolving business environment, timely insights from data and the ability to react quickly to change are critical. Business intelligence is a key tool, empowering companies to get the most out of their data by providing tools to analyze information, streamline operations, track performance, and inform decision-making. Power BI can generate easy-to-read visualizations that help stakeholders perform key analysis.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Unlocking New Capabilities with ChatGPT in Logi Symphony

Jet Global

In today’s fast-paced market, data has become the lifeblood of decision-making. For application teams and users, having access to insightful and actionable data is not just a luxury; it’s a necessity. And now, the proliferation of AI in embedded analytics, like Logi Symphony’s new ChatGPT integration, is revolutionizing the way application teams and users interact with data, increasing efficiency and reducing the technical skills required to generate valuable insights.