Understanding LSTMs(Python) | LSTMs over RNN? |Overfitting & Underfitting| Bitcoin Prediction Part 4

preview_player
Показать описание
In this beginner-friendly deep learning tutorial, I continue our journey into advanced neural network concepts:

1. Disadvantages of RNNs: Understand the limitations of Recurrent Neural Networks and why they may not be ideal for certain tasks.
2. LSTM Networks: Learn how Long Short-Term Memory (LSTM) networks work and why they’re better suited for sequential data.
3. Overfitting & Underfitting: Discover what overfitting and underfitting are, how they affect your models, and effective strategies to avoid them.

This video is part of my project-based series on predicting Bitcoin prices using Python. Designed specifically for those new to machine learning and deep learning, each topic is explained clearly and simply.

#pythonbeginner #neuralnetworks #lstm #bitcoinpredictions #beginnerfriendly #datascience #machinelearningfullcourse #machinelearningforbeginnersl #deeplearning
#deeplearningproject #deeplearningtutorial
  1. CodingShastra
Рекомендации по теме
Simple Explanation of 0:14:37

Simple Explanation of LSTM | Deep Learning Tutorial 36 (Tensorflow, Keras & Python)

What is LSTM 0:08:19

What is LSTM (Long Short Term Memory)?

Long Short-Term Memory 0:20:45

Long Short-Term Memory (LSTM), Clearly Explained

Deep Learning: Long 0:02:55

Deep Learning: Long Short-Term Memory Networks (LSTMs)

A Brilliant Explanation 0:06:10

A Brilliant Explanation of LSTM Model | Long Short-Term Memory Model | Deep Learning Tutorial

How LSTM Networks 0:10:29

How LSTM Networks Work? | Deep Learning | Simple Explanation

Illustrated Guide to 0:11:18

Illustrated Guide to LSTM's and GRU's: A step by step explanation

[LSTM] Applying and 0:24:00

[LSTM] Applying and Understanding Long Short-term Memory in Python

Introduction to the 0:51:25

Introduction to the Attention Mechanism in Large Language Models (LLMs)

165 - An 0:19:32

165 - An introduction to RNN and LSTM

LSTM explained simply 0:33:18

LSTM explained simply | LSTM explained | LSTM explained with example.

Why LSTM over 0:00:41

Why LSTM over RNNs? #deeplearning #machinelearning

Understanding LSTMs(Python) | 0:23:33

Understanding LSTMs(Python) | LSTMs over RNN? |Overfitting & Underfitting| Bitcoin Prediction Pa...

PyTorch Tutorial - 0:15:52

PyTorch Tutorial - RNN & LSTM & GRU - Recurrent Neural Nets

Time Series Forecasting 0:13:58

Time Series Forecasting With RNN(LSTM)| Complete Python Tutorial|

What are LSTMs? 0:01:00

What are LSTMs?

LSTM Networks - 0:16:12

LSTM Networks - EXPLAINED!

Understanding LSTM without 0:14:09

Understanding LSTM without Mathematical Expressions - Introduction to Deep Learning

Recurrent Neural Networks 0:26:14

Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)

18- Long Short 0:28:08

18- Long Short Term Memory (LSTM) Networks Explained Easily

LSTM Top Mistake 0:09:48

LSTM Top Mistake In Price Movement Predictions For Trading

LSTM Explained | 0:55:27

LSTM Explained | What Is LSTM | Deep Learning Training | Edureka

LSTM Networks: Explained 0:34:48

LSTM Networks: Explained Step by Step!

LSTM Recurrent Neural 0:19:32

LSTM Recurrent Neural Network (RNN) | Explained in Detail