Microsoft AI Bootcamp for Freshers

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About Course

The Microsoft AI Bootcamp for Freshers is an immersive course designed to introduce newcomers to the fundamentals of artificial intelligence and machine learning, with a special focus on Microsoft AI technologies. Throughout the program, participants will gain hands-on experience with Microsoft Artificial Intelligence platforms and tools.Module 1 lays the groundwork with Python programming, covering everything from basic syntax and control structures to advanced topics like object-oriented programming and data manipulation with libraries such as NumPy and Pandas. Module 2 delves into Machine Learning Essentials, equipping learners with knowledge on a variety of algorithms and data processing techniques. Module 3 introduces the basics of Microsoft Azure, while Module 4 and 5 dive deeper into the specific AI capabilities of Azure, teaching students how to design and implement AI solutions using Azure’s cognitive services.By the end of the bootcamp, participants will be well-versed in Microsoft AI and ready to tackle real-world AI challenges.

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What Will You Learn?

  • Understand the fundamentals of Python, including data types, control structures, functions, and file handling for application development.
  • Gain proficiency in Python's advanced features like iterators, generators, and regular expressions to manage data effectively.
  • Develop a strong foundation in object-oriented programming concepts using Python for scalable AI solutions.
  • Acquire practical knowledge of key machine learning techniques, such as linear and logistic regression, SVM, decision trees, and clustering.
  • Learn feature engineering to improve machine learning model performance and accuracy.
  • Explore the core concepts of cloud computing and the extensive range of services and architecture provided by Microsoft Azure.
  • Comprehend the basics of AI, machine learning, and cognitive services within the Azure AI platform.
  • Plan and manage Azure Cognitive Services solutions to integrate AI capabilities into applications.
  • Implement computer vision, natural language processing, knowledge mining, and conversational AI solutions using Azure services.
  • Prepare for the AI-900 Microsoft Azure AI Fundamentals certification, demonstrating foundational knowledge in AI and machine learning on Azure.
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