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Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python)
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Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python)

Introduction to Deep Learning Tutorial Series

In this section, the instructor introduces a deep learning tutorial series in Python for absolute beginners. Prior background in deep learning is not required, but some knowledge of Python, pandas, and machine learning is recommended.

Getting Started with Python, Pandas, and Machine Learning

  • To prepare for the deep learning series, follow the instructor's Python playlist (first 16 videos) to learn Python basics.
  • For understanding data cleaning procedures in pandas, watch the first 9 videos of the instructor's pandas playlist.
  • Familiarize yourself with machine learning concepts by following tutorials on SVM, decision trees, linear regression, and more from the instructor's machine learning tutorial playlist.

Deep Learning Series Overview

  • The deep learning series will be conducted using Python and popular libraries such as Keras and TensorFlow. There might also be usage of PyTorch.
  • The instructor aims to keep things simple and easy to follow as deep learning can involve complex mathematics and statistics. The goal is to make it accessible even for beginners without a strong math or stats background.
  • Throughout the series, the instructor will gradually cover important math concepts related to deep learning.
  • Simple datasets will be used for better understanding.
  • Exercises may be provided for practice purposes.

Announcement from NVIDIA

  • NVIDIA has generously provided the instructor with an Nvidia Titan RTX GPU worth $2,500 for free. This GPU is highly recommended for running heavy deep learning tasks.
  • The instructor plans to create an unboxing video of the Nvidia Titan RTX GPU and build their own PC using this GPU.
  • While it is possible to run deep learning on a laptop, having a powerful GPU like the Nvidia Titan RTX is beneficial for more advanced tasks.

The transcript provided does not contain any timestamps beyond 0:02:34.

Video description

With this video, I am beginning a new deep learning tutorial series for total beginners. In this deep learning tutorial python, I will cover following things in this series, 1. Explain neural network concepts in most easiest way 2. Go over math if needed, otherwise keep the tutorials simple and easy 3. Provide exercises that you can practice on 4. Use python, keras and tensorflow mainly. I might cover pytorch as well 5. Cover convolutional neural network (CNN) for image and video processing 6. Cover recurrent neural network (RNN) for sequential analysis and natural language processing (NLP) Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. 🔖 Hashtags 🔖 #deeplearningwithpython #deeplearning #deeplearningtensorflow #deeplearningtutorialpython #deeplearningtutorial #deeplearningbegininer Next video: https://www.youtube.com/watch?v=yfsTZbwgMSE&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=2 Playlist for this deep learning series: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO Prerequisites for this series: 1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0 2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy 3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Special thanks to NVIDIA for gifting me Titan RTX GPU. This is Nvidia's top of the line, very powerful GPU that can make running deep learning jobs super fast. I am planning to make tutorials in future where I can utilize this GPU to benchmark deep learning training jobs. Here is more information on this GPU: https://www.nvidia.com/en-us/deep-learning-ai/products/titan-rtx/ Keywords: Tensorflow tutorial, Deep Learning tutorials, TensorFlow tutorial for beginners, deep learning tutorials for beginners 🌎 My Website For Video Courses: https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 📸 Codebasics Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📱 Twitter: https://twitter.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/ 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true

Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python) | YouTube Video Summary | Video Highlight