Analytics Vidhya
AUGUST 6, 2022
This article was published as a part of the Data Science Blogathon. Introduction 2.5 quintillion bytes of data are produced every day! Consider how much we can deduce from that and what conclusions we can draw. Wait! But, how do we deal with such a massive amount of data? Not to worry; the Pandas library […]. The post The Ultimate Guide To Pandas For Data Science!
O'Reilly on Data
AUGUST 9, 2022
In a previous article , I wrote about how models like DALL-E and Imagen disassociate ideas from technique. In the past, if you had a good idea in any field, you could only realize that idea if you had the craftsmanship and technique to back it up. With DALL-E, that’s no longer true. You can say, “Make me a picture of a lion attacking a horse,” and it will happily generate one.
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David Menninger's Analyst Perspectives
AUGUST 11, 2022
The analytics and business intelligence market landscape continues to grow as more organizations seek robust tools and capabilities to visualize and better understand data. BI systems are used to perform data analysis, identify market trends and opportunities and streamline business processes. They can collect and combine data from internal and external systems to present a holistic view.
KDnuggets
AUGUST 12, 2022
Increasing accuracy in your models is often obtained through the first steps of data transformations. This guide explains the difference between the key feature scaling methods of standardization and normalization, and demonstrates when and how to apply each approach.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Analytics Vidhya
AUGUST 9, 2022
This article was published as a part of the Data Science Blogathon. Introduction to Minerva [link] Google presented Minerva; a neural network created in-house that can break calculation questions and take on other delicate areas like quantitative reasoning. The model for natural language processing is called Minerva. Recently, experimenters have developed a very sophisticated natural language […].
Smart Data Collective
AUGUST 11, 2022
Artificial Intelligence (AI) has significantly altered how work is done. However, AI even has a bigger impact by enhancing human capabilities. Research conducted by the Harvard Business Review found that the interaction between machines and humans significantly improves firms’ performance. Successful collaboration between humans and machines enhances each other’s strengths, including teamwork, leadership, creativity, speed, scalability, and quantitative capabilities.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
KDnuggets
AUGUST 12, 2022
Do you feel overwhelmed by the sheer number of ideas that you could try while building a machine learning pipeline? You can not take the liberty of trying all possible ways to arrive at a solution - hence we discuss the importance of experiment design in data science projects.
Analytics Vidhya
AUGUST 6, 2022
Introduction Image processing is a widely used concept to exploit the information from the images. Image processing algorithms take a long time to process the data because of the large images and the amount of information available in it. So, in these edge-cutting techniques, it is necessary to reduce the amount of information that the […]. The post Comprehensive Guide to Edge Detection Algorithms appeared first on Analytics Vidhya.
Smart Data Collective
AUGUST 11, 2022
Data analytics technology has become very important for helping companies manage their financial strategies. Companies are projected to spend nearly $12 billion on financial analytics services by 2028. There are many great benefits of using data analytics to improve financial management strategies. Many investors are using data analytics to invest in stocks.
Juice Analytics
AUGUST 8, 2022
I’m a Wordle obsessive. Which is to say, every morning I find myself staring deep into my coffee in search of an elusive 5-letter word. The New York Times (who bought the word game from software developer Josh Wardle for $3 million) knows their audience. We may be playing with words, but the analytical nature of this game is the appeal. It is a game of odds and mathematical deduction as we try to reduce the potential options available.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
KDnuggets
AUGUST 8, 2022
Microsoft has put together an AI course for beginners, consisting of a 12 week, 24 lesson curriculum, available for free to all.
Analytics Vidhya
AUGUST 11, 2022
This article was published as a part of the Data Science Blogathon. Introduction [link] Apache Airflow platform for automating workflows’ creation, scheduling, and mirroring. Not only is it free and open source, but it also helps create and organize complex data channels. A data channel platform […]. The post Apache Airflow Essential Guide appeared first on Analytics Vidhya.
Smart Data Collective
AUGUST 11, 2022
When data security within apps is discussed, most people think of WAF. However, a web application firewall is limited. A trusted security tool focuses on the traffic going in and out without considering what happens to sensitive information circulating inside the application. In cybersecurity, this creates a major blind spot that could result in a data breach.
Jet Global
AUGUST 11, 2022
Dundas BI platform will be integrated with insightsoftware’s Logi solutions, strengthening self-service data analytics and visualization. RALEIGH, N.C. – August 11, 2022 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced it has acquired Dundas Data Visualization, Inc. , a Toronto-based business intelligence (BI), analytics, and data visualization platform.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
KDnuggets
AUGUST 8, 2022
Most In-demand Artificial Intelligence Skills To Learn In 2022 • The 5 Hardest Things to Do in SQL • 10 Most Used Tableau Functions • Decision Trees vs Random Forests, Explained • Decision Tree Algorithm, Explained.
Analytics Vidhya
AUGUST 6, 2022
This article was published as a part of the Data Science Blogathon. Introduction Logos, also known as trademarks, are critical to a firm. Each firm has its unique logo that contributes to the company’s public perception. From the toothpaste we use to the slippers we wear, logos surround us in our day-to-day life. “It’s a […]. The post LOGOS: A Brand Independent logo detection model appeared first on Analytics Vidhya.
Smart Data Collective
AUGUST 9, 2022
The risk of data breaches is rising sharply. The number increased 56% between 2017 and 2018. Fortunately, new technology can help enhance cybersecurity. Big data technology is becoming more important in the field of cybersecurity. Cybersecurity experts are using data analytics and AI to identify warning signs that a firewall has been penetrated, conduct risk scoring analyses and perform automated cybersecurity measures.
Teradata
AUGUST 10, 2022
Retail and CPG businesses are trapped by the disconnect between today’s digital customers and long-established demand forecasting and supply-chain processes. Find out more.
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Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.
KDnuggets
AUGUST 11, 2022
“AI for Ukraine” is a series of workshops and lectures held by international artificial intelligence experts to support the development of Ukraine’s tech community during the war. This is a non-commercial educational project by AI HOUSE – a company focused on building the AI/ML community in Ukraine and is part of the Roosh tech ecosystem.
Analytics Vidhya
AUGUST 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction You can access your Azure Data Lake Storage Gen1 directly with the RapidMiner Studio. This is the feature offered by the Azure Data Lake Storage connector. It supports both reading and writing operations. You can also read from a set of files […]. The post Connecting and Reading Data From Azure Data Lake appeared first on Analytics Vidhya.
Smart Data Collective
AUGUST 9, 2022
We previously mentioned that AI has helped make bitcoin mining more popular in the UK. However, developing economies also benefit from AI as they invest more in cryptocurrencies. Djibouti is a country in Africa that is starting to become more dependent on artificial intelligence technology. A 2018 report by UNESCO shows that AI technology is transforming the continent and Djibouti is among the countries benefiting.
CIO Business Intelligence
AUGUST 8, 2022
The last thing consumers need when they’re hundreds or thousands of miles away from home is to be the victim of payment fraud. With a travel resurgence already well under way, it’s essential for industry organizations to ensure they are offering consumers payment options that are not just convenient, but that also reduce risk and instill confidence with every transaction.
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
KDnuggets
AUGUST 10, 2022
Free AI for Beginners Course • Most In-demand Artificial Intelligence Skills To Learn In 2022 • Getting Started with SQL Cheatsheet • 3 Free Statistics Courses for Data Science • The Complete Collection of Data Science Projects – Part 1.
Analytics Vidhya
AUGUST 7, 2022
Introduction Blockchain ecosystem has enabled us with a new way of perceiving, storing, and sharing data based on the concept of peer-to-peer technologies. Blockchain gained popularity in the last decade for developing cryptocurrency exchanges, maintaining a foolproof medical history of patients, and immutable education records. To get future-ready and develop an understanding of blockchain, it […].
Smart Data Collective
AUGUST 8, 2022
Slightly more than a decade ago, artificial intelligence (AI) was famously used in the manufacturing industry through robots. You could use these robots in warehouses to ease product handling. However, AI and related machine learning have extended to the online space. If you’ve been monitoring your eCommerce shop using human agents, you’ll likely get overwhelmed if your shop grows exponentially.
CIO Business Intelligence
AUGUST 9, 2022
In business, data science and artificial intelligence are usually geared towards powerful efficiencies and growth. User trust is often overlooked. This can quickly morph into a major problem, particularly when AI is introduced to support strategic choices. Data science and AI teams focus constantly on methodology and accuracy. This is critical, ensuring algorithms deliver valuable insights, analytics and support increased automation.
Speaker: David Bard, Principal at VP Product Coaching
In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.
KDnuggets
AUGUST 11, 2022
Hyperparameter tuning is about finding a set of optimal hyperparameter values which maximizes the model's performance, minimizes loss, and produces better outputs.
Analytics Vidhya
AUGUST 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction Data is compelling and critical for businesses to generate actionable and valuable insights only when used correctly. In addition, it is also essential to analyze and organize it well. However, only a few business data are analyzed and stored appropriately. Source: [link] […].
Smart Data Collective
AUGUST 7, 2022
We have talked at length about the benefits of analytics in the financial sector. Global companies are projected to spend nearly $5.9 billion on financial analytics technology this year. Most of the discussions about the role of data analytics in finance have centered around traditional financial businesses, such as insurance, mutual funds, money management and other financial institutions.
CIO Business Intelligence
AUGUST 8, 2022
Enterprises that pushed in early to the cloud fared far better than their competition, Grant Thornton chief among them. The UK-based accounting and tax consulting firm was one of few accountants in the UK that weathered the 2020 tax season without a hitch, thanks to its early bet on SaaS, Microsoft Azure, and software-defined networking. So says Greg Swift, CIO of Grant Thornton, whose 5,000 employees switched to remote work seamlessly using the company’s core auditing applications on standard W
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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.
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