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Deep Learning RNN & LSTM: Stock Price Prediction
Coursera
Course
Unknown

Deep Learning RNN & LSTM: Stock Price Prediction

EDUCBA

By the end of this course, learners will be able to identify the foundations of deep learning, analyze stock price datasets, apply preprocessing and feature scaling techniques, develop an RNN with LSTM layers, and evaluate predictions using real-world financial data. This hands-on course takes learners through the complete journey of building a stock price forecasting model with Python. Starting with environment setup and dataset exploration, participants will learn how to preprocess data, perf

Unknown2 weeks

About this Course

By the end of this course, learners will be able to identify the foundations of deep learning, analyze stock price datasets, apply preprocessing and feature scaling techniques, develop an RNN with LSTM layers, and evaluate predictions using real-world financial data. This hands-on course takes learners through the complete journey of building a stock price forecasting model with Python. Starting with environment setup and dataset exploration, participants will learn how to preprocess data, perf

What You'll Learn

  • Preprocess stock datasets with feature scaling and EDA.
  • Build and train RNNs with LSTM layers for time-series data.
  • Evaluate and visualize stock predictions using real datasets.

Instructors

E

EDUCBA

Topics

التنبؤ المالي
تحليل السلاسل الزمنية
التعلم العميق
الشبكات المتكررة
ذاكرة طويلة قصيرة المدى
تجهيز البيانات
تقييم النماذج
تصوير النتائج

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التنبؤ المالي
تحليل السلاسل الزمنية
التعلم العميق
الشبكات المتكررة
ذاكرة طويلة قصيرة المدى
تجهيز البيانات
تقييم النماذج
تصوير النتائج
Pandas (Python Package)
Data Visualization

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