Cognitive services in Business applications
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The document outlines the capabilities and features of Azure Cognitive Services, including speech recognition, natural language processing, and computer vision, aimed at enhancing app functionality. It discusses the accessibility of pre-built AI tools that can significantly address application needs while highlighting ethical considerations in AI use. The content also provides resources for further learning and deployment through Azure's services.
Cognitive services in Business applications
- 2. #GlobalAIBootcamp AzureCognitiveServicesinBusiness Applications Michele Aponte Caserta – Italy 14 December 2019 CEO/CTO@ Blexin michele.aponte@blexin.com @apomic80
- 4. #GlobalAIBootcamp Azure Cognitive Services SearchLanguageVision Give your apps a human side DecisionSpeech Recognize, identify, caption, index, and moderate your pictures, videos, and digital ink content. Convert spoken audio into text, use voice for verification, or add speaker recognition to your app. Allow your apps to process natural language with pre- built scripts, evaluate sentiment and learn how to recognize what users want. Build apps that surface recommendations for informed and efficient decision- making. Add Bing Search APIs to apps and harness the ability to comb billions of webpages, images, videos, and news with a single API call.
- 5. #GlobalAIBootcamp Azure Cognitive Services SearchLanguageVision DecisionSpeech Bing Autosuggest Bing Web Search Bing Entity Search Bing Video Search Bing Visual Search Bing Custom Search Bing News Search Bing Image Search Content Decision Anomaly Detector Personalizer Language Understanding (LUIS) Text Analytics Bing Spell Check Translator Text QnA Maker Speaker Recognition Speech ServicesComputer Vision Face Video Indexer Custom Vision Form Recognizer Ink Recognizer
- 12. #GlobalAIBootcamp#GlobalAIBootcamp Demo OCR with Azure Computer Vision
- 17. #GlobalAIBootcamp Visual Intelligence Made Easy Easily customize your own state-of-the-art computer vision models that fit perfectly with your unique use case. Just bring a few examples of labeled images and let Custom Vision do the hard work.
- 19. #GlobalAIBootcamp Molti servizi sono gratis per lo sviluppo * Rate limitato, numero max transazioni per mese Quantocosta? In produzione dipende: tipicamente per transazione / immagine / lunghezza testo / lunghezza audio I prezzi variano in base al servizio e allaregion: aka.ms/cs-pricing
- 20. #GlobalAIBootcamp I dati vengono caricatisui server Azure per l’analisi,poi immediatamente scartati Qualcheconsiderazionesuidati Dettagli: aka.ms/az-compliance E’ possible utilizzare icontainer
- 21. #GlobalAIBootcamp Download container image Deploy locale Paghi solo il traffico in uscita Deploy con I Containers aka.ms/cs-containers #MSIgnite
- 22. #GlobalAIBootcamp Inconclusione Con la pre-built AI, possiamo coprire l’80% delle necessità per le nostre applicazioni Peril rimanente20%, c’èla partedi MachineLearning La Pre-built AI non è magica Com tuttala AI, è basatasui dati.Capirecomei dativengono usatiè lachiavepercomprenderesiale capacitàchelelimitazioni Non devi essere un data scientist per usare lapre-built AI Madobbiamopensareacome l’appviene utilizzatae comeimpattasullepersone
- 23. #GlobalAIBootcamp Considerazioni etiche Aperta a tutti Inclusiva Giusta e trasparente microsoft.com/AI/our-approach-to-ai
- 25. #GlobalAIBootcamp /MSLearn aka.ms/AIML20MSLearnCollection Corsi interattivi completi con esercizi, video e tanta pratica per applicare le cose che impari.