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"️🔥 Michigan Engineering - Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=yAZAJ7C6hO0&utm_medium=Comments&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=yAZAJ7C6hO0&utm_medium=Comments&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=yAZAJ7C6hO0&utm_medium=Comments&utm_source=Youtube ️️🔥 Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=yAZAJ7C6hO0&utm_medium=Comments&utm_source=Youtube" In this video on What is LSTM, we will go through what is LSTM, moving forward we will learn what is RNN, and after this, we will see the types of gates in LSTM and some applications of LSTM. At the end of the video, we will see a hands-on lab demo of gold price prediction using the LSTM model in machine learning. 00:00 What is LSTM? 01:51 What is RNN? 02:29 Types of gates in LSTM 03:45 Applications of LSTM 05:40 Hands-on lab demo Dataset link: https://drive.google.com/drive/folders/1_tH5KivzpFL83-3mIY4Da-ELHBM0Vv7b?usp=share_link 🔥 Get Your Dream Job With Simplilearn's Artificial Intelligence Engineer Master's Program: https://www.simplilearn.com/applied-ai-course?utm_campaign=WhatisLSTM&utm_medium=DescriptionFirstFold&utm_source=youtube What is RNN? RNNs are a type of neural network that are designed to process sequential data. They can analyze data with a temporal dimension, such as time series, speech, and text. RNNs can do this by using a hidden state passed from one timestep to the next. The hidden state is updated at each timestep based on the input and the previous hidden state. RNNs are able to capture short-term dependencies in sequential data, but they struggle with capturing long-term dependencies. ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ✅ Watch More Videos On Artificial Intelligence By Simplilearn: https://youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq ✅ Best From Simplilearn: ⏩ Top 10 Programming Languages in 2023: https://youtu.be/Q2u3llawnvc ⏩ Top 10 Highest Paying Jobs in 2022: https://youtu.be/tq9RojpSwuk ⏩ Top 10 Certifications for 2022: https://youtu.be/rmDXEh7hi4w ⏩ Top 10 Technologies to Learn in 2022: https://youtu.be/IrgGmaeYmdM ➡️ 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/professional-aiml-program?utm_campaign=WhatisLSTM-yAZAJ7C6hO0&utm_medium=Description&utm_source=youtube
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