How Genetic Algorithms and Machine Learning Apply to Investments

Smart Data Collective

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. Genetic algorithm use case.

Inside ZoomInfo: What You Need to Know About Our New Recommended Contacts Algorithm in Intent


In December, we endeavored to break down our recommended contacts algorithm and rebuild it for greater accuracy. How Our Contact Algorithm Respects Your Privacy. Key Improvements to Our Algorithm. This is where we spent the most time improving our algorithm.


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Facebook’s New Algorithm and Your B2B Marketing Strategy


Earlier this year, the ‘original’ social network made headlines with the announcement of their updated News Feed algorithm. In today’s post, we give you the scoop on Facebook’s new algorithm, and we prepare you for the impending change. How is Facebook’s new algorithm different? Facebook’s new algorithm prioritizes content that sparks conversations and meaningful interactions between Facebook users. How will Facebook’s new algorithm impact your B2B business?

The Local Algorithm: Relevance, Proximity, and Prominence


In this week's Whiteboard Friday, renowned local SEO expert Mary Bowling lays out the three factors that drive Google's local algorithm and local rankings in a simple and concise way anyone can understand. The local algorithm has always been based on relevance , prominence , and proximity.

New Advances in Graphic Design Software Are Predicated on Machine Learning Algorithms

Smart Data Collective

Algorithms and learning machines can make it all sound very complicated, but there isn’t too much to it, and you don’t have to be any sort of expert to understand how machine learning algorithms are used within this realm and how they predict trends and changes.

How Often Does Google Update Its Algorithm?


How have algorithm updates evolved over the past decade, and how can we possibly keep tabs on all of them? It wasn't an exact number, but given that SEOs at the time (and to this day) were tracking at most dozens of algorithm changes, the idea of roughly one change per day was eye-opening. Ultimately, the process resulted in 516 changes that were determined to be useful to users based on the data and, therefore, were made to Google's algorithm.".

How Does the Local Algorithm Work? - Whiteboard Friday


Posted by JoyHawkins When it comes to Google's algorithms, there's quite a difference between how they treat local and organic. Get the scoop on which factors drive the local algorithm and how it works from local SEO extraordinaire, Joy Hawkins, as she offers a taste of her full talk from MozCon 2019. Today I'm going to be talking to you about Google's local algorithm and the three main factors that drive it. Local algorithm vs organic algorithm.

The Dirty Little Featured Snippet Secret: Where Humans Rely on Algorithmic Intervention [Case Study]


It was sure looking like it was algorithmic intervention (and I had my suspicions about which category was the potential cause). He said that it was purely algorithmic. This meant that the algorithm was deciding that the site was not allowed to rank within featured snippets.

4 Ways Predictive Analytics Will Improve Healthcare

Smart Data Collective

Diagnoses accuracy will improve, and this will occur with the help of predictive algorithms. Algorithms could, potentially, use this information to determine if the patient should be sent home or if the patient is having a heart attack. Predictive analysis will allow for doctors to put all of a person’s history into an algorithm to better determine the patient’s risk of certain diseases. Medical care has relied on the education and expertise of doctors.

What is Dark Data, Why Does it Matter, and Why Are Humans Still Needed?

Timo Elliot

But the latest machine learning algorithms can help us detect and identify patterns in the data – once some common problems are addressed. Back in the 1960s, a pair of radio astronomers were busily collecting data on distant galaxies. They had been doing this for years.

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SAP Industry Insights Podcast Highlights of 2021 with Host Tom Raftery

Timo Elliot

Cameras can look at fresh produce such as strawberries, and then algorithms detect when the quality is going down and determine at what point the retailer should start discounting so that that product gets out of the store before it goes off—improving margins with less wastage.

An Equipment List For Virtual Presentations In An Office Or Home Studio

Timo Elliot

If you only want to do presentations occasionally, this might be a good choice: modern phones typically have excellent lighting adjustment compared to regular cameras, and have algorithms to help people look flattering on camera.

Demystifying Search Engine Optimization: SEO Basics

Weidert Group

In the digital marketing quest to organically reach the top of the Search Engine Results Page (SERP) , you’re up against ever-evolving practices, algorithms, and consumer behaviors.

XPO says software pilot projects could generate $100 million profit in two years

DC Velocity

Transportation giant applies algorithms and AI to rout out inefficiencies in LTL network. Technology

Python for Business: Optimize Pre-Processing Data for Decision-Making

Smart Data Collective

Accordingly, before using that data in machine learning or an algorithm, you need to convert it into a precise format suitable for the system to inherit it. For instance, the Random Forest Algorithm in Python doesn’t support null values. Algorithmic Trading.

Core Web Vitals Case Study: How to Improve Your Scores & Boost SEO

Weidert Group

In May 2021, we took a look at Google’s inclusion of Page Experience as a new factor in its website ranking algorithm and three specific, measurable user experience ranking signals within Page Experience, called Core Web Vitals.

AI Not Always Needed in Corporate Decision-Making


An article in Forbes points out how some corporate decision-makers overanalyze otherwise simple problems by bringing in measurement algorithms and artificial intelligence when all they have to do is look at the issue from a human perspective. ArchIntel™ -.

How to Set up a Predictive Maintenance Project that is Set for Success

Smart Data Collective

Are they: Data – Information sources are essential for training the algorithms. Machine Learning Algorithms – Each case will have an ideal algorithm. It is rare that the same algorithm is the most suitable for different cases.

How Google Core Vitals Will Change B2B Website Performance and Ranking

Weidert Group

The June 2021 Google algorithm update includes Page Experience, a new factor that ranks websites based on select evaluative user experience criteria. The broad core algorithm updates a substantial search ranking change in pursuit of what some are calling “ a better web.”

Advantage of Humans Over Computers in Data Management


Alexis Hargrave, a contributor for Medium, argued that data management is better left at the hands of humans instead of artificial intelligence and algorithms owing to the moral agency of people. Indeed, algorithms have been subject to shortcomings over the past few years. ArchIntel™ -.

An Important Guide To Unsupervised Machine Learning

Smart Data Collective

Unsupervised ML uses algorithms that draw conclusions on unlabeled datasets. As a result, unsupervised ML algorithms are more elaborate than supervised ones, since we have little to no information or the predicted outcomes. Unsupervised ML Algorithms: Real Life Examples.

The Edge Provided by Human Traits in Modern Workplaces


Despite being able to formulate algorithms based on data input, he asserted that AI cannot create them from scratch. ArchIntel™ -.

Australian Federal Police Wants Enhanced OSINT-Ready Telco Interception, Surveillance Monitoring Platform


This is why the AFP wants to use advanced searching algorithms and artificial intelligence solutions to help monitors and investigators. ArchIntel™ -. The Australian Federal Police is looking to enhance its Law Enforcement Monitoring Facility.

Open University Proposes Way to Keep Human Empowered Despite Rise in Automation


Such algorithms, according to the professor, are typically incomprehensible for humans, sometimes including those who programmed the system. ArchIntel™ -. “The global artificial intelligence (AI) market should reach $132.9 billion by 2024 from $26.2

AI-Driven Sales Predictions Need Infusion of Human Insights


In fact, the MIT Center for Transporation and Logistics is collaborating with Amazon on melding AI-powered predictive algorithms with the route recommendations or real delivery truck drivers to determine the quickest way to deliver goods to buyers’ doorstep. ArchIntel™ -.

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Disavowing Links: Guidance and First-Hand Advice for SEO


To avoid getting this message, regularly check your backlinks and keep an eye out for suspicious links that may lead to negative SEO issues and force Google’s algorithm to lower your ranking. Every content marketer wants high-quality inbound links going to their blog.

AI marketing: How to leverage the innovative tech for e-commerce


They train their algorithm to detect visual elements, like design features, color, material, style, and more from customer, supplier, and rendered photos. When you think of artificial intelligence (AI) your mind is naturally drawn to Skynet or Blade Runner.

Top Mobile-First Design Tips to Apply to Your 2022 B2B Website

Weidert Group

By 2020, about two-thirds of all website traffic was mobile , and in March of 2021, Google made the switch to mobile-first indexing of all websites as it integrated Core Web Vitals into its algorithm.

Can AI Replace The Staff In The Judicial System?

Smart Data Collective

AI Algorithms to Optimize Judicial Procedures. It is a fact that advanced AI-based algorithms are successfully practiced in some judicial systems in the world. Police Departments are taking advantage of predictive algorithms. Could algorithms ever be able to get rid of that?

Competitor highlights: Leidos


For AI/ML specifically, Leidos states it is driving AI/ML into all of their core capabilities using unique algorithms and deployment methodologies.

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Contify, a Competitive Intelligence Solution Provider, Ranks in World’s Fastest Growing SaaS Companies for 2020


The ranking on SaaS Mag’s signature ‘SaaS 1000’ list is determined by its proprietary algorithm, which analyzes growth indicators over a specific period. SaaS Magazine Prestigious ‘SaaS 1000’ honors Contify, a competitive intelligence company, for its fast growth.

Contrasting the Different Data Encryption Techniques for Optimal Security

Smart Data Collective

Many technologies now depend on good encryption algorithms to work well and promote data security. Encryption is the act of using mathematical algorithms to scramble data and other digital information into an unrecognizable form.

Engage3: A Year in Review


2021 has been a crazy year in the world of Retail pricing. As we write this, our inflation tracker is showing Year-Over-Year price increases of nearly 10%, promotion frequency declines of over 5% and promotion depth of discount reductions well over 10%.

Data Science Journey Walkthrough – From Beginner to Expert

Smart Data Collective

Data scientists use algorithms for creating data models. Whereas in machine learning, the algorithm understands the data and creates the logic. In reinforcement learning the algorithm teaches itself how to complete a task. Use boosting algorithms when the sample size is high.

Important Steps to Take to Address the Bias in AI

Smart Data Collective

This is why the notion of biased artificial intelligence algorithms shouldn’t be surprising as the whole point of AI systems is to replicate human decision-making patterns. And even then, data scientists’ unconscious prejudices can play a critical role in how bias takes over their algorithms.

6 Outdated SEO Tactics to Avoid At All Costs


But, just as Google’s ranking algorithm is ever-changing, so is SEO. But, you can rest assured, we’re here to tell you, that despite the changing search algorithm, SEO is alive and well. Keyword density refers to the number of times a keyword appears on a page, and for a while, it was a good benchmark for search algorithms to assess a page’s value and relevance for a given keyword. Google has attacked this trick head-on with the launch of the Panda algorithm.

Achieve Your Security Goals Using Machine-Human Intelligence Equilibrium


ML algorithms are used to monitor the behaviors of users within an organization since these technologies can learn what is normal, enabling them to recognize what is not. ArchIntel™ -.

5 Major Challenges That Make Amazon Data Scraping Painful

Data Hut

You will also need to take care of exceptions while writing the algorithm for your scraper. This might be because you haven’t taken care of the efficiency and speed of the algorithm. You can do some basic math while designing the algorithm.

How to increase sales on Instagram: The ultimate guide


Instagram’s algorithm ranks brand accounts in users’ feeds based on three factors: A user’s relationship with the brand—if they’ve liked, commented, or messaged a brand previously, the account will show up in their feeds. How to increase sales on Instagram.

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Machine Learning Could Slash Car Accident Casualties in Coming Years

Smart Data Collective

Data from these accidents is used to train machine learning algorithms to identify correlating risk factors with car accidents. Machine learning algorithms will also be able to aggregate data from third parties on traffic safety risks.

Machine Learning Maximizes Email Marketing ROI With List Segmentation

Smart Data Collective

Fortunately, email marketing automation tools have highly intricate machine learning algorithms in place. Machine learning algorithms can also automate the segmentation process, which reduces the risk and workload for marketing professionals.

Project Apario Launches Platform for Investigating Declassified Government Records


The platform’s algorithms index every phrase and word of significance then generates an intelligent and AI-contributed set of tags consisting of dates, locations, names and cryptonyms, Merlescu explained. ArchIntel™ -.

How to Calibrate Your Brand Voice to Your SEO Advantage


This article will show you a few tricks to help develop a unique voice, structure your content, and turn Google’s algorithms to your advantage at the same time