In this TensorFlow Tutorial for Beginners in Tamil – Episode 5, we dive deep into the concept of Random Tensors.
📌Watch the full TensorFlow in Tamil series: • Tensorflow Tutorial for beginners in Tamil...
✍TensorFlow is one of the most powerful libraries for Machine Learning and Deep Learning, and understanding tensors is the foundation for mastering it. In this episode, we specifically focus on Random Tensors, which are very useful when initializing weights in neural networks, simulating data, or testing models.
✍Here’s what you will learn in this tutorial:
00:00 Why we use random tensors in neural network in tamil
00:49 Create random tensor with normal distribution
04:46 Create another random tensor with normal distribution
06:00 Checking Values are same or not in both tensors
07:04 Create random tensor with uniform distribution
11:18 Next Video
✅ What are Random Tensors? – A beginner-friendly explanation with simple real-life examples.
✅ Why do we use Random Tensors in Machine Learning? – The role of randomness in training and testing models.
✅ How to create Random Tensors in TensorFlow – Step by step demonstration.
✅ Normal Distribution – Learn how to generate random values that follow a bell curve (Gaussian distribution).
✅ Uniform Distribution – Learn how to generate random values where each number has equal probability.
✅ Practical Examples – See how these random tensors are applied in real TensorFlow coding.
✅This tutorial is taught in Tamil that even complete beginners can understand TensorFlow concepts without any difficulty. By the end of this video, you will not only know how to create random tensors but also understand where, when, and why to use them in your projects.
👉 If you are following my TensorFlow in Tamil playlist, make sure to watch this video after Episode 4 to build a strong foundation step by step.
👉 Don’t forget to try the code examples on your own – practice makes learning faster!
If you find this video helpful, support the channel by liking, sharing, and subscribing so you won’t miss future tutorials on Machine Learning and Deep Learning in Tamil.
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