YoVDO

Stock Price Prediction Using Deep Learning - Deep Learning Tutorial

Offered By: Great Learning via YouTube

Tags

Time Series Forecasting Courses Deep Learning Courses Case Study Analysis Courses Model Training Courses

Course Description

Overview

Learn to predict stock prices using deep learning techniques in this comprehensive tutorial. Explore time series forecasting, Artificial Neural Networks (ANN), and Recurrent Neural Networks (RNN) through a practical case study. Dive into traditional forecasting models, sequence data analysis, backpropagation, and Long Short-Term Memory (LSTM) networks. Gain hands-on experience with data analysis, including date-specific insights, and discover how to implement these advanced techniques for accurate stock price predictions.

Syllabus

Introduction
Agenda
Patterns
Traditional Forecasting Models
Neural Network
Sequence Data
Recurrent Neural Network
Back Propagation
Long Short Term Memory
Too Many Plots
Data Analysis
Date Analysis


Taught by

Great Learning

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera
機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera
Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera
Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera
Leading Ambitious Teaching and Learning
Microsoft via edX