Skip to main content

Auto ML Market Size, Key Vendors, Growth Rate, Drivers, Volume and Forecast Report

The rising prevalence of fraudulent incidents is a major factor fuelling the progress of the automated machine learning market all over the globe. Many companies are increasingly adopting advanced technologies and solutions such as conventional machine learning techniques and big data for detecting and preventing frauds. However, because of the high generation of data and high imbalance and skewed nature of the datasets, in terms of negative and positive classes, organizations are incorporating AutoML solutions for data preprocessing, evaluation, missing data management, data analysis, and various other processes.

The major reasons behind the growth of the automated machine learning (autoML) market are the rising demand for advanced fraud detection solutions and personalized recommendations on various products and increasing awareness about predictive lead scoring. Due to these reasons, the market size is expected to increase from $269.6 million in 2019 to $14,511.9 million by 2030, at a 43.7% CAGR during 2020–2030 (forecast period), as per market research firm P&S Intelligence.

One of the major reasons for the increasing demand for autoML solutions is the rising number of cyber frauds, which has put the limelight on fraud detection and prevention solutions. Traditional ML and big data technologies require extensive domain knowledge, while data exploration, data preprocessing, training, missing-data handling, model selection, feature engineering, and evaluation require numerous processes. Additionally, with the imbalanced and askew datasets, in terms of the negative and positive classes, the use of autoML for optimizing all the above-mentioned process, without the involvement of humans, is growing.


In the coming years, the automated machine learning market is predicated to register the highest growth in North America. The market will also exhibit huge expansion in Europe over the next several years. This is predominantly ascribed to the increasing investments being made in the U.K., the U.S., Germany, France, and Canada, rapid technological advancements and innovations, rising popularity of advanced technologies, and the presence of a well-developed information technology (IT) infrastructure in the European and North American countries.

This market research report provides a comprehensive overview of the autoML market
  • Historical and the present size of the autoML market
  • Future potential of the market through its forecast for the period 2020– 2030
  • Major factors driving the market and their impact during the short, medium, and long terms
  • Market restraints and their impact during the short, medium, and long terms
  • Recent trends and evolving opportunities for the market participants
  • Historical and the present size of the market segments and understand their comparative future potential

Comments

Popular posts from this blog

Demand for Webgames Set to Shoot Up in Asia-Pacific in Coming Years

The global webgame market valuation will rise from $3.5 billion in 2019 to $6.5 billion by 2030. Furthermore, the market is predicted to demonstrate a CAGR of 5.7% between 2020 and 2030. Depending on genre, webgames are classified into sports games, real-time strategy games, massive multiplayer online roleplaying games (MMORPGs), arcade games, and first-person shooters. Get the Sample Copy of this Report @ https://www.psmarketresearch.com/market-analysis/webgame-market-insights/report-sample Out of these, the popularity of first-person shooters will grow sharply across the world in the forthcoming years, as per the estimates of P&S Intelligence, a market research company based in India. These types of games are not like the third-person shooters, in which, the gamers can see the character which they are controlling. As these games are highly engrossing and thrilling, their popularity is soaring rapidly all over the world. Globally, the webgame industry is predicted to exhibit the...

Revenue Explosion Predicted in Global Micro Battery Market During 2020—2024

The global micro battery market had a valuation of $418.2 million in 2018 and is predicted to generate a revenue of $1,100.0 million by 2024. Furthermore, the market will exhibit a CAGR of 18.4% between 2019 and 2024. The increasing usage of wearable devices, the rising integration of the internet of things (IoT) in medical devices, and the soaring usage of compact batteries in healthcare applications are the major factors fueling the progress of the market. The rising incorporation of the IoT in medical devices is an important factor propelling the growth of the micro battery market across the globe. With the soaring population levels and the rising prevalence of chronic diseases in various countries, the healthcare industry is rapidly adopting high-tech solutions. The growing usage of advanced medical devices and wearable electronics is causing huge improvements in patient care and treatment procedures. Moreover, it is massively reducing the healthcare costs.  For example, medic...

3D Printing Ceramics Market Research by Products & Services, Components & Geography

The technology has created immense opportunities for product designing and helped in consolidating product assembly processes. Ceramics are mainly used for printing plates, cups, and other cutlery items. Ceramic prototypes are also used in high temperature application areas in the aerospace and automotive industries. Get a free sample copy of this report @  https://www.psmarketresearch.com/market-analysis/3d-printing-ceramics-market/report-sample Rapid growth in the 3D printing ceramics market is driven by rise in demand for 3D printing in the dental industry and product modification, and development in various end-use industries. 3D printing is gaining demand in the healthcare industry, especially for dental applications. Ceramics are being preferred for 3D printing of orthopedic and dental implants, and heart valves, due to their characteristics such as inertness, porosity, resistance to high wear, high compression strength, and capability to mold into a variety of shapes...