Machine Learning Chip Market Growth, Size, Trends Analysis- By Chip Type, By Technology, By Industry Vertical- Regional Outlook, Competitive Strategies and Segment Forecast to 2033

Description

Machine Learning Chip Market Introduction and Overview

According to SPER Market Research, 'Global Machine Learning Chip Market Size- By Chip Type, By Technology, By Industry Vertical - Regional Outlook, Competitive Strategies and Segment Forecast to 2033' states that the Global Machine Learning Chip Market is estimated to reach USD 67.29 billion by 2033 with a CAGR of 22.28%.

Artificial intelligence (AI) technology is incorporated into machine learning (ML) chips to enable deep learning-based applications. It uses technologies such as multi-chip modules, system-in-package, and system-on-chip (SoC). It is employed in a system to optimize the design, tool flows, and intellectual property cores. It is economical, helps prevent process errors, and effectively maintains a significant volume of data.

The demand for machine learning chips may be hampered by several factors. One of the biggest challenges is the high cost of development and manufacturing. Machine learning circuits require advanced semiconductor technology, which can be expensive to develop, produce, and test. Additionally, the complexity of machine learning models necessitates the usage of chips with specific designs, increasing production costs and limiting accessibility for smaller businesses. Another challenge is the dearth of skilled professionals in the machine learning and hardware fields needed to develop and enhance these chips.

Scope of the report:

Report Metric Details

Market size available for years 2020-2033

Base year considered 2023

Forecast period 2024-2033

Segments covered By Chip Type, By Technology, By Industry Vertical

Regions covered

North America, Asia-Pacific, Latin America, Middle East & Africa and Europe

Companies Covered Advanced Micro Devices, Inc., Amazon Web Services, Inc., BitMain Technologies Holding Company, Graphcore, Google Inc, IBM Corporation, Intel Corporation, Micron Technology, Inc., NVIDIA Corporation, Qualcomm Technologies, Inc., SAMSUNG, Others.

Machine Learning Chip Market Segmentation:

By Chip Type: Based on the Chip Type, Global Machine Learning Chip Market is segmented as; GPU, ASIC, FPGA, CPU, NPU, Hybrid Chip.

By Technology: Based on the Technology, Global Machine Learning Chip Market is segmented as; System-On-Chip, System-In-Package, Multi-Chip Module, Others.

By Industry Vertical: Based on the Industry Vertical, Global Machine Learning Chip Market is segmented as; Media and Advertising, BFSI, IT and Telecom, Retail, Healthcare, Automotive and Transportation, Others.

By Region: This research also include data for North America, Europe, Asia-Pacific Middle East & Africa and South America.

Product Code: SEMI2442

1. Introduction

1.1. Scope of the report
1.2. Market segment analysis

2. Research Methodology

2.1. Research data source
- 2.1.1. Secondary Data
- 2.1.2. Primary Data
- 2.1.3. SPER's internal database
- 2.1.4. Premium insight from KOL's
2.2. Market size estimation
- 2.2.1. Top-down and Bottom-up approach
2.3. Data triangulation

3. Executive Summary

4. Market Dynamics

4.1. Driver, Restraint, Opportunity and Challenges analysis
- 4.1.1. Drivers
- 4.1.2. Restraints
- 4.1.3. Opportunities
- 4.1.4. Challenges
4.2. COVID-19 Impacts of the Global Machine Learning Chip Market

5. Market variable and outlook

5.1. SWOT Analysis
- 5.1.1. Strengths
- 5.1.2. Weaknesses
- 5.1.3. Opportunities
- 5.1.4. Threats
5.2. PESTEL Analysis
- 5.2.1. Political Landscape
- 5.2.2. Economic Landscape
- 5.2.3. Social Landscape
- 5.2.4. Technological Landscape
- 5.2.5. Environmental Landscape
- 5.2.6. Legal Landscape
5.3. PORTER's Five Forces
- 5.3.1. Bargaining power of suppliers
- 5.3.2. Bargaining power of buyers
- 5.3.3. Threat of Substitute
- 5.3.4. Threat of new entrant
- 5.3.5. Competitive rivalry
5.4. Heat Map Analysis

6. Competitive Landscape

6.1. Global Machine Learning Chip Market Manufacturing Base Distribution, Sales Area, Product Type
6.2. Mergers & Acquisitions, Partnerships, Product Launch, and Collaboration in Global Machine Learning Chip Market

7. Global Machine Learning Chip Market, By Chip Type (USD Million) 2020-2033

7.1. Global Machine Learning Chip Market Size, Share and Forecast, By Chip Type, 2020-2026
7.2. Global Machine Learning Chip Market Size, Share and Forecast, By Chip Type, 2027-2033
7.3. GPU
7.4. ASIC
7.5. FPGA
7.6. CPU
7.7. NPU
7.8. Hybrid Chip
7.9. Others

8. Global Machine Learning Chip Market, By Technology (USD Million) 2020-2033

8.1. Global Machine Learning Chip Market Size, Share and Forecast, By Technology, 2020-2026
8.2. Global Machine Learning Chip Market Size, Share and Forecast, By Technology, 2027-2033
8.3. System-On-Chip
8.4. System-In-Package
8.5. Multi-Chip Module
8.6. Others

9. Global Machine Learning Chip Market, By Industry Vertical (USD Million) 2020-2033

9.1. Global Machine Learning Chip Market Size, Share and Forecast, By Industry Vertical, 2020-2026
9.2. Global Machine Learning Chip Market Size, Share and Forecast, By Industry Vertical, 2027-2033
9.3. Media and Advertising
9.4. BFSI
9.5. IT and Telecom
9.6. Retail
9.7. Healthcare
9.8. Automotive and Transportation
9.9. Others

10. Global Machine Learning Chip Market Forecast, 2020-2033 (USD Million)

10.1. Global Machine Learning Chip Market Size and Market Share

11. Global Machine Learning Chip Market, By Region, 2020-2033 (USD Million)

11.1. Global Machine Learning Chip Market Size and Market Share By Region (2020-2026)
11.2. Global Machine Learning Chip Market Size and Market Share By Region (2027-2033)
11.3. Asia-Pacific
- 11.3.1. Australia
- 11.3.2. China
- 11.3.3. India
- 11.3.4. Japan
- 11.3.5. South Korea
- 11.3.6. Rest of Asia-Pacific
11.4. Europe
- 11.4.1. France
- 11.4.2. Germany
- 11.4.3. Italy
- 11.4.4. Spain
- 11.4.5. United Kingdom
- 11.4.6. Rest of Europe
11.5. Middle East and Africa
- 11.5.1. Kingdom of Saudi Arabia
- 11.5.2. United Arab Emirates
- 11.5.3. Qatar
- 11.5.4. South Africa
- 11.5.5. Egypt
- 11.5.6. Morocco
- 11.5.7. Nigeria
- 11.5.8. Rest of Middle-East and Africa
11.6. North America
- 11.6.1. Canada
- 11.6.2. Mexico
- 11.6.3. United States
11.7. Latin America
- 11.7.1. Argentina
- 11.7.2. Brazil
- 11.7.3. Rest of Latin America

12. Company Profile

12.1. Advanced Micro Devices, Inc
- 12.1.1. Company details
- 12.1.2. Financial outlook
- 12.1.3. Product summary
- 12.1.4. Recent developments
12.2. Amazon Web Services, Inc.
- 12.2.1. Company details
- 12.2.2. Financial outlook
- 12.2.3. Product summary
- 12.2.4. Recent developments
12.3. BitMain Technologies Holding Company
- 12.3.1. Company details
- 12.3.2. Financial outlook
- 12.3.3. Product summary
- 12.3.4. Recent developments
12.4. Graphcore
- 12.4.1. Company details
- 12.4.2. Financial outlook
- 12.4.3. Product summary
- 12.4.4. Recent developments
12.5. Google Inc
- 12.5.1. Company details
- 12.5.2. Financial outlook
- 12.5.3. Product summary
- 12.5.4. Recent developments
12.6. IBM Corporation
- 12.6.1. Company details
- 12.6.2. Financial outlook
- 12.6.3. Product summary
- 12.6.4. Recent developments
12.7. Intel Corporation
- 12.7.1. Company details
- 12.7.2. Financial outlook
- 12.7.3. Product summary
- 12.7.4. Recent developments
12.8. Micron Technology, Inc.
- 12.8.1. Company details
- 12.8.2. Financial outlook
- 12.8.3. Product summary
- 12.8.4. Recent developments
12.9. NVIDIA Corporation
- 12.9.1. Company details
- 12.9.2. Financial outlook
- 12.9.3. Product summary
- 12.9.4. Recent developments
12.10. Qualcomm Technologies, Inc.
- 12.10.1. Company details
- 12.10.2. Financial outlook
- 12.10.3. Product summary
- 12.10.4. Recent developments
12.11. SAMSUNG
- 12.11.1. Company details
- 12.11.2. Financial outlook
- 12.11.3. Product summary
- 12.11.4. Recent developments
12.12. Others