O'Reilly on Data

JANUARY 17, 2019

They list important changes to the information landscape and offer suggestions on how to alleviate some of the new risks introduced by the rise of machine learning and AI. Continue reading How machine learning impacts information security.

Machine Learning 204

Machine Learning Big Data Data Science Risk 204

Smart Data Collective

JUNE 24, 2023

Fortunately, new advances in machine learning technology can help mitigate many of these risks. Therefore, you will want to make sure that your cryptocurrency wallet or service is protected by machine learning technology. What are Crypto Wallets and Can Machine Learning Actually Help Keep Them Safe?

Machine Learning 78

Machine Learning Broadcasting Risk Data mining 78

Analytics Vidhya

MARCH 1, 2022

Banks rapidly recognize the increased need for comprehensive credit risk […]. The post Gaussian Naive Bayes Algorithm for Credit Risk Modelling appeared first on Analytics Vidhya. Credit evaluations have progressed from being subjective decisions by the bank’s credit experts to a more statistically advanced evaluation.

Risk 268

Risk Modeling Statistics Data Science 268

Smart Data Collective

DECEMBER 9, 2020

When most people consider the merits of machine learning, they typically think about its applications from a capitalist standpoint. There are countless ways that business owners are using machine learning advances to pad their bottom lines. They learn to identify numerous risk factors and alert the driver.

Machine Learning 141

Machine Learning Risk Insurance Predictive Analytics 141

O'Reilly on Data

DECEMBER 12, 2019

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. 1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. Not least is the broadening realization that ML models can fail. That’s where model debugging comes in.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

TDAN

JUNE 6, 2023

Given this, it will be a big deal if machine learning can make them easier to implement. So, how do CIOs and other security thought leaders think machine learning applies to privacy and security? Let’s start by looking at the risks and then discuss how technology makes addressing them easier. […]

Machine Learning 52

Machine Learning Risk Technology IT 52

Domino Data Lab

MARCH 11, 2021

Machine learning (ML) frameworks are interfaces that allow data scientists and developers to build and deploy machine learning models faster and easier. Machine learning is used in almost every industry, notably finance , insurance , healthcare , and marketing. How to choose the right ML Framework.

Machine Learning 143

Machine Learning Deep Learning Insurance Modeling 143

CIO Business Intelligence

OCTOBER 24, 2023

But adding these new capabilities to your tech stack comes with a host of security risks. For executives and decision-makers, understanding these risks is crucial to safeguarding your business. How should businesses mitigate the risks? Government and regulatory bodies also have a role to play in managing these risks.

Risk 114

Risk Recreation/Entertainment Data Collection Data Processing 114

Smart Data Collective

JULY 4, 2021

Machine learning (ML) is a form of AI that is becoming more widely used in the market because of the rising number of AI vendors in the banking industry. Why Machine Learning? What Machine Learning Means to Asset Managers. Risk Management. How much potential does it really have? Data Analysis.

Machine Learning 143

Machine Learning Management B2B Unstructured Data 143

Smart Data Collective

NOVEMBER 16, 2022

Machine learning technology is one of the new technologies that has drastically changed the state of video editing. Machine learning also makes it easier for video editors to create more engaging videos by utilizing unique features that were not previously possible. Keep reading to learn more.

Machine Learning 109

Machine Learning Marketing Software Technology 109

Analytics Vidhya

DECEMBER 21, 2020

The post Model Risk Management And the Role of Explainable Models(With Python Code) appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Photo by h heyerlein on Unsplash Introduction Similar to rule-based mathematical.

Risk Management 342

Risk Management Risk Modeling Management 342

Smart Data Collective

OCTOBER 25, 2020

Machine learning has become a major game changer for the cryptocurrency industry. Most of the benefits are machine learning have been positive for the market. Machine learning is being used to predict price patterns more easily. Machine learning is making cryptocurrencies easier to trace.

Machine Learning 144

Machine Learning Big Data Publishing Technology 144

Analytics Vidhya

MARCH 6, 2019

Introduction Machine learning is disrupting multiple and diverse industries right now. The post Hands-On Introduction to creditR: An Amazing R Package to Enhance Credit Risk Scoring and Validation appeared first on Analytics Vidhya. One of the biggest industries to be impacted – finance. Functions like fraud.

Risk 254

Risk Machine Learning Finance Analytics 254

CIO Business Intelligence

SEPTEMBER 29, 2022

New York-based insurance provider Travelers, with 30,000 employees and 2021 revenues of about $35 billion, is in the business of risk. On the role of the Chief Data Officer: Due to the nature of our business, Travelers has always used data analytics to assess and price risk. s SVP and chief data & analytics officer, has a crowâ??s

Machine Learning 129

Machine Learning Insurance Technology Software 129

Smart Data Collective

JULY 8, 2021

It is important to be informed about the potential benefits of machine learning as a consumer. You might have access to a number of websites that use AI technology to help save money, get new financing opportunities and avoid serious financial risks. There are a number of online machine learning tools that can help you.

Machine Learning 143

Machine Learning Management Finance Cost-Benefit 143

Smart Data Collective

OCTOBER 1, 2020

We have previously written about the benefits of data driven marketing , but wanted to focus more on the benefits of machine learning as well. Machine learning is one of the technological advances that has played in important role in the evolution of email marketing. One of the biggest benefits is list segmentation.

Machine Learning 141

Machine Learning ROI Marketing Advertising 141

Smart Data Collective

NOVEMBER 25, 2020

Machine learning is transforming the financial sector more than anybody could have ever predicted. One of the most significant changes brought by advances in machine learning is with the loan underwriting process. Towards Data Science analyzed several dozen papers on the use of machine learning in loan scoring.

Machine Learning 144

Machine Learning Risk Predictive Analytics Forecasting 144

Smart Data Collective

JUNE 19, 2022

AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. All companies require complex relationships with various suppliers and service providers to develop the products and services they offer to clients and customers — but those relationships always carry some risk. Failure or Delay Risk.

Risk 133

Risk Cost-Benefit Risk Management Manufacturing 133

Teradata

FEBRUARY 16, 2021

Addressing the rapid evolution of fraud and risk is an imperative for payments players. Machine learning and advanced analytics can help. Find out more.

Machine Learning 52

Machine Learning Risk Analytics 52

CIO Business Intelligence

JUNE 9, 2023

Elisabeth Stjernstoft, CIO at Swedish energy giant Ellevio, agrees that there’s a risk of using biased data that’s not representative of the customer group or population being looked at. “It The bottom line is the risk is there, so we need to monitor the models and correct them if necessary.”

Risk 104

Risk Machine Learning Modeling Technology 104

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. What can you learn from real-market examples? That’s where machine learning algorithms come into place. That’s where machine learning algorithms come into place. How exactly?

Machine Learning 126

Machine Learning Optimization Software Modeling 126

Smart Data Collective

OCTOBER 8, 2021

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. Modern machine learning and back-testing; how quant hedge funds use it. Final thoughts.

Machine Learning 116

Machine Learning Testing Strategy Modeling 116

Smart Data Collective

JUNE 3, 2021

Many different industries are becoming more reliant on machine learning. The insurance industry is among those that has found new opportunities to take advantage of machine learning technology. Many of the applications of big data for insurance companies will be realized with machine learning technology.

Insurance 98

Insurance Machine Learning Cost-Benefit Risk 98

Smart Data Collective

APRIL 10, 2020

Machine learning is leading to numerous changes in the energy industry. The Department of Energy recently announced that it is taking steps to accelerate the integration of machine learning technology in energy research and development. Machine learning is already disrupting the global energy industry on a massive scale.

Machine Learning 138

Machine Learning IoT Optimization Technology 138

Smart Data Collective

JULY 15, 2021

Machine learning technology has completely changed the future of the financial sector. Role of Machine Learning in Financial Securities Trading. One of the biggest changes brought on by machine learning has been with trading stocks , bonds, derivatives and other financial securities. Make A Plan.

Machine Learning 120

Machine Learning Cost-Benefit Marketing Finance 120

IBM Big Data Hub

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is machine learning? This post will dive deeper into the nuances of each field.

Machine Learning 59

Machine Learning Data Science Statistics Deep Learning 59

Domino Data Lab

AUGUST 6, 2021

In the world of machine learning (ML) and artificial intelligence (AI), governance is a lifelong pursuit. All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards.

Machine Learning 145

Machine Learning Modeling Testing Risk 145

Smart Data Collective

AUGUST 1, 2021

Machine learning technology has profoundly impacted the IT sector. A growing number of IT professionals are using new tools that rely on advanced machine learning algorithms to complete some of the tasks they are charged with. One task that has been revamped with machine learning technology is data recovery.

Machine Learning 119

Machine Learning Software Technology Risk 119

DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks.

Risk 111

Risk Modeling IT Risk Management 111

Analytics Vidhya

MARCH 17, 2023

Introduction Machine learning has changed the way businesses plan, work and breathe! While it ostensibly risks many jobs, it is here to give. It’s been here for quite some time now, and the estimated boost in productivity with its implementation has already touched 54%.

Machine Learning 286

Machine Learning Risk Analytics IT 286

IBM Big Data Hub

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029.

Machine Learning 49

Machine Learning Marketing Forecasting Modeling 49

DataRobot Blog

JANUARY 17, 2023

Recently, a prospective customer asked me how I reconcile the fact that DataRobot has multiple very successful investment banks using DataRobot to enhance the P&L of their trading businesses with my comments that machine learning models aren’t always great at predicting financial asset prices.

Machine Learning 87

Machine Learning Marketing Experimentation Modeling 87

CIO Business Intelligence

SEPTEMBER 26, 2023

The new platform would alleviate this dilemma by using machine learning (ML) algorithms, along with source data accessed by SAP’s Data Warehouse Cloud. The increased transparency allows IWB to quickly mitigate risks and develop short- and long-term countermeasures.

Machine Learning 102

Machine Learning Forecasting Measurement Data Warehouse 102

BizAcuity

APRIL 1, 2023

Anti-Money Laundering (AML) is increasingly becoming a crucial branch of risk management and fraud prevention. In fact, online casinos as an industry carries the biggest risk of money laundering. Predictive Analytics can help businesses in reducing risk (eg.

Machine Learning 52

Machine Learning Predictive Analytics Predictive Modeling Risk 52

Smart Data Collective

JULY 8, 2021

Let’s talk about some benefits and risks of artificial intelligence. Artificial Intelligence employs machine learning algorithms such as Deep Learning and neural networks to learn new information like humans. It eliminates the requirement for feeding new codes every time we want them to learn a new thing.

Risk 141

Risk Cost-Benefit Machine Learning Deep Learning 141