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"️🔥IBM - Data Analyst - https://www.simplilearn.com/data-analyst-certification-course?utm_campaign=iSpyVAaCOEA&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥IITG - Professional Certificate Program in Data Analytics & Generative AI - https://www.simplilearn.com/iitg-generative-ai-data-analytics-program?utm_campaign=iSpyVAaCOEA&utm_medium=DescriptionFFF&utm_source=Youtube ️️🔥 IIT Delhi - Data Analytics, Generative AI And Adaptive System - https://www.simplilearn.com/ihfc-iitd-data-analytics-genai-course?utm_campaign=iSpyVAaCOEA&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥PL-300 Microsoft Power BI Certification Training with Exam - https://www.simplilearn.com/power-bi-certification-training-course?utm_campaign=iSpyVAaCOEA&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥Tableau Desktop Specialist Certification Training - https://www.simplilearn.com/tableau-training-and-data-visualization-course?utm_campaign=iSpyVAaCOEA&utm_medium=DescriptionFFF&utm_source=Youtube" In this video we are going to learn about TensorFlow in 15 minutes . We will begin by introducing What is TensorFlow, explaining its importance and basic setup. As we progress, you'll learn how to effectively use TensorFlow, starting with creating tensors and applying various operations to manipulate these fundamental data structures.Throughout the tutorial, we cover essential techniques such as managing tensor distributions, both normal and uniform, and expanding or slicing tensors to fit specific needs. We also explore more advanced operations like casting types, removing unnecessary dimensions, and implementing one-hot encoding—a crucial method for handling categorical data in machine learning models By following this structured agenda, you'll gain practical skills and in-depth understanding of TensorFlow's capabilities. 00:02:14 Introduction to TensorFlow 00:03:04 Getting Started with TensorFlow 00:03:27 Using TensorFlow 00:05:15 Creating Tensor 00:05:28 Applying Operations 00:07:23 Normal and Uniform Distribution 00:09:12 Expanding Dimension 00:10:00 Slicing Tensor 00:11:04 Casting 00:11:52 Removing Single Dimension 00:12:38 One Hot Encoding 1. What is TensorFlow and who is it for? TensorFlow is an open-source library developed by Google for numerical computation and machine learning. It's designed for both beginners and experts in the field of data science, offering tools and libraries to develop and train ML models. 2. Can TensorFlow only be used for deep learning projects? While TensorFlow is extensively used for deep learning applications, it's also capable of handling a broad range of general numerical computations. It can be used for tasks that require large-scale mathematical computations. 3. How does TensorFlow differ from other machine learning libraries like PyTorch? TensorFlow provides a comprehensive, flexible ecosystem of tools, libraries, and community resources that allow developers to build and deploy ML applications. It supports more deployment options and model formats than PyTorch, making it ideal for production environments. PyTorch, however, is often favored for its simplicity and ease of use in research settings. ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH #TensorFlow #python #deeplearning #DataScience #DataScientist #2024 #Simplilearn ➡️ About Artificial Intelligence Engineer This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers. ✅ Key Features - Add the IBM Advantage to your Learning - 25 Industry-relevant Projects and Integrated labs - Immersive Learning Experience - Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Tools Covered - ChatGPT - Flask - Matplotlib - django - Python - Numpy - Pandas - SciPy - Keras - OpenCV - And Many More… 👉 Learn More At: https://www.simplilearn.com/post-graduate-program-data-science?utm_campaign=26June2024tensorflowExplained&utm_medium=Description&utm_source=youtube
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