Here are relevant reports on : arabic-language-market
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North America Data Center GPU Market by Deployment (Cloud, On-premises), Function (Training, Inference), Application (Generative AI, Machine Learning, Natural Language Processing), End User (CSP, Enterprises), & Country - Forecast to 2030
The North Americ ata center GPU market is projected to reach USD 79.81 billion by 2030 from USD 43.19 billion in 2025, at a CAGR of 13.1% during the forecast period. The Key Players NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), and other ecosystem players include Google Cloud (US), Microsoft (US), Amazon Web Services, Inc. (US), IBM (US), Oracle (US), Tencent Cloud (China), CoreWeave (US), Vast.ai (US), Lambda (US), and DigitalOcean (US)
- Published: March 2026
- Price: $ 4950
- TOC Available:
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Industrial Artificial Intelligence Market by Offering (Hardware, Software), Technology (Deep Learning, Computer Vision, Context Awareness, and Natural Language Processing), Application, Industry, and Geography - Global Forecast to 2023
The industrial Artificial Intelligence (AI) market is witnessing significant growth because of the extensive usage of big data, industrial robots, and Internet of Things (IoT). AI-based solutions are adopted in manufacturing facilities to improve the productivity by maximizing asset utilization, minimizing downtime, and improving machine efficiency. Moreover, industrial AI is expected to enhance productivity through quality control by detecting defects and help in the predictive maintenance of factory machinery. The Industrial AI market was valued at USD 272.5 Million in 2016 and is expected to reach USD 4,882.9 Million by 2023, growing at a CAGR of 52.42% between 2017 and 2023.
- Published: March 2026
- Price: $ 4950
- TOC Available:
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Natural Language Generation (NLG) Market by Application (CEM, Fraud Detection & Anti-money laundering), Component (Software & Services), Business Function, Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2023
The natural language generation market is expected to grow from USD 322.1 Million in 2018 to USD 825.3 Million by 2023, at a Compound Annual Growth Rate (CAGR) of 20.8% during the forecast period. Factors such as the increasing business need to understand customers’ behavior is expected to drive the global natural language generation market. Major vendors who offer NLG software and services include Arria NLG (UK), Yseop (US), IBM (US), Automated Insights (US), Artificial Solutions (Spain), NARRATIVEWAVE (US), Narrative Science (US), Narrativa (UAE), Amazon Web Services (AWS) (US), Retresco (Germany), Phrasee (UK), Conversica (Conversica) (US), Linguastat (US), NewsRx (US), vPhrase (India), Phrasetech (Israel), CoGenTex (CoGenTex) (US), AX Semantics (Germany), Textual Relations (Sweden), and 2txt - natural language generation GmbH (2txt) (Germany). Other stakeholders of the natural language generation market include vendors, such as research organizations, network, system integrators, natural language generation managed service providers, Business Intelligence (BI) solution providers, marketing analytics executives, third-party providers, and technology providers.
- Published: May 2018
- Price: $ 4950
- TOC Available:
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Human in the Loop Market by Type (Interactive HITL, Semi-Automated HITL, Real-Time HITL), Application (Data Labeling, Content Moderation, Anomaly Detection), Technology (Natural Language Processing , Computer Vision) & Geography (2024 - 2030)
The major players in the global Human in the Loop Market
- Published: March 2026
- Price: $ 4950
- TOC Available:
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Vector Database Market By Vector Database Solution (Vector Generation & Indexing, Vector Search & Query Processing, Vector Storage & Retrieval), AI Language Processing, Computer Vision, Recommendation Systems - Global Forecast to 2030
The vector database market is expected to grow from USD 2,652.1 million in 2025 to USD 8,945.7 million by 2030, at a compound annual growth rate (CAGR) of 27.5% during the forecast period. The Key Players Microsoft (US), Elastic (US), MongoDB (US), Google (US), AWS (US), Redis (US), Alibaba Cloud(US), DataStax (US), SingleStore (US), Pinecone (US), Zilliz (US), KX (US), Marqo.ai (US), ActiveLoop (US), Supabase (US), Jina AI (Germany), Typesense (US), Weaviate (Netherlands), GSI Technology (US), Kinetica (US), Qdrant (Germany), ClickHouse (US), OpenSearch (US), Vespa.ai (Norway), and LanceDB (US).
- Published: December 2025
- Price: $ 4950
- TOC Available:
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Natural Language Processing (NLP) Market by Offering (Solutions, Services), Type (Rule-based, Statistical, Hybrid), Application (Sentiment Analysis, Social Media Monitoring), Technology (IVR, OCR, Auto Coding), Vertical & Region - Global Forecast to 2028
The global market for natural language processing market is projected to reach USD 68.1 billion by 2028, at a CAGR of 29.3% during the forecast period. The major natural language processing solutions and service providers include IBM (US), Microsoft (US), Google (US), AWS (US), Meta (US), 3M (US), Baidu (China), Apple (US), SAS Institute (US), IQVIA (UK), Oracle (US), Salesforce (US), OpenAI (US), Inbenta (US), LivePerson (US), SoundHound AI (US), MindMeld (US), Veritone (US), Dolbey (US), Automated Insights (US), Bitext (US), Conversica (US), UiPath (US), Addepto (US), RaGaVeRa (India), Observe.ai (US), Eigen (US), Gnani.ai (India), Crayon Data (Singapore), Narrativa (US), deepset (US), Ellipsis Health (US), DheeYantra (US), Verbit.ai (US), Rasa (US), MonkeyLearn (US), TextRazor (England), and Cohere (Canada). These companies have used both organic and inorganic growth strategies such as product launches, acquisitions, and partnerships to strengthen their position in the natural language processingmarket.
- Published: September 2023
- Price: $ 4950
- TOC Available:
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Small Language Model (SLM) Market by Offering (Model Training & Fine-Tuning Services, Custom Model Development Services), Application (Content Generation, Sentiment Analysis), Data Modality (Text, Audio, Code, Video, Multimodal) - Global Forecast to 2032
The Small Language Model (SLM) market is projected to reach USD 5.45 billion in 2032, growing at a CAGR of 28.7% during the forecast period. The major players in the small language model market include Microsoft (US), IBM (US), Infosys (India), Mistral AI (France), AWS (US), Meta (US), Anthropic (US), Cohere (Canada), OpenAI (US), Alibaba (China), Arcee AI (US), Deepseek (China), Upstage AI (US), AI21 Labs (Israel), Krutrim (India), Stability AI (UK), Together AI (US), Lamini AI (US), Groq (US), Malted.ai (UK), Predibase (US), Cerebras (US), Ollama (US), Fireworks AI (US), Snowflake (US), and Prem AI (Switzerland).
- Published: March 2025
- Price: $ 4950
- TOC Available:
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Data Center GPU Market by Deployment (Cloud, On-premises), Function (Training, Inference), Application (Generative AI, Machine Learning, Natural Language Processing, Computer Vision), End User (CSP, Enterprises) & Region - Global Forecast to 2030
The global data center GPU market is expected to grow from USD 119.97 billion in 2025 to USD 228.04 billion by 2030, at a compound annual growth rate (CAGR) of 13.7% during the forecast period. The Key Players NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Google Cloud (US), Microsoft (US), Amazon Web Services, Inc. (US), IBM (US), Alibaba Cloud (Singapore), Oracle (US), Tencent Cloud (China), Coreweave (US), Vast.ai (US), Lambda (US), DigitalOcean (US), and JarvisLabs.ai (India).
- Published: May 2025
- Price: $ 4950
- TOC Available:
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Hydrocolloids Market Size, Share, Industry Growth, Trends, Overview by Type (Gelatin, Pectin, Carrageenan, Xanthan gum, Agar, Gum Arabic, Alginates, Guar gum, MCC), Source (Botanical, Microbial, Animal, Seaweed, Synthetic), Function, Application and Region - Global Forecast to 2028
The global hydrocolloids market is projected to reach USD 14.5 billion by 2028, at a CAGR of 5.4% during the forecast period. Key players in this market include International Flavors & Fragrances Inc. (US), Ingredion (US), Cargill, Incorporated (US), Kerry Group plc (Ireland), Associated Archer Daniels Midland Company (US), Palsgaard A/S (Denmark), Darling Ingredients Inc. (US), DSM (Netherlands), Ashland (US), Tate & Lyle (UK), CP Kelco U.S., Inc. (US), Nexira (France), Deosen Biochemical (Ordos) Ltd. (China), Fufeng Group (China), and BASF SE (Germany).
- Published: February 2023
- Price: $ 4950
- TOC Available:
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Artificial Intelligence (AI) in Military Market Size, Share and Industry Growth Analysis Report by Offering (Software, Hardware, Services), Technology (Machine Learning, Natural Language Processing), Platform (Airborne, Land, Space), Application, Installation Type, and Region - Global Forecast to 2028
The Artificial Intelligence (AI) in Military market is expected to grow from US$ 9.2 Billion in 2023 to US$ 38.8 Billion by 2028, at a Compound Annual Growth Rate (CAGR) of 33.3% during the forecast period. The Major players are Lockheed Martin Corporation (US), Raytheon Technologies Corporation (US), Northrop Grumman Corporation (US), BAE Systems PLC (UK), and Thales Group (France).
- Published: May 2023
- Price: $ 4950
- TOC Available:
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