0 Comments

Time Series Analysis, Forecasting, and Machine Learning Udemy coupons

Time Series Analysis, Forecasting, and Machine Learning in Python

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

Created by Lazy Programmer Inc, Lazy Programmer Team | 22 hours on-demand video course

Welcome to Time Series Analysis, Forecasting, and Machine Learning in Python. Time Series Analysis has become an especially important field in recent years. With inflation on the rise, many are turning to the stock market and cryptocurrencies in order to ensure their savings do not lose their value. COVID-19 has shown us how forecasting is an essential tool for driving public health decisions. Businesses are becoming increasingly efficient, forecasting inventory and operational needs ahead of time. Let me cut to the chase. This is not your average Time Series Analysis course. This course covers modern developments such as deep learning, time series classification (which can drive user insights from smartphone data, or read your thoughts from electrical activity in the brain), and more.

What you’ll learn

  • ETS and Exponential Smoothing Models
  • Holt’s Linear Trend Model and Holt-Winters
  • Autoregressive and Moving Average Models (ARIMA)
  • Seasonal ARIMA (SARIMA), and SARIMAX
  • Auto ARIMA
  • The statsmodels Python library
  • The pmdarima Python library
  • Machine learning for time series forecasting
  • Deep learning (ANNs, CNNs, RNNs, and LSTMs) for time series forecasting
  • Tensorflow 2 for predicting stock prices and returns
  • Vector autoregression (VAR) and vector moving average (VMA) models (VARMA)
  • AWS Forecast (Amazon’s time series forecasting service)
  • FB Prophet (Facebook’s time series library)
  • Modeling and forecasting financial time series
  • GARCH (volatility modeling)

Recommended Course by Lazy Programmers

Math 0-1: Linear Algebra for Data Science & Machine Learning [NEW COURSES]

Financial Analysis: Build a ChatGPT Pairs Trading Bot

Math 0-1: Calculus for Data Science & Machine Learning

Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

Tensorflow 2.0: Deep Learning and Artificial Intelligence

Machine Learning: Natural Language Processing in Python (V2)

Artificial Intelligence: Reinforcement Learning in Python

PyTorch: Deep Learning and Artificial Intelligence

Deep Learning Prerequisites: Logistic Regression in Python

Bayesian Machine Learning in Python: A/B Testing

Financial Engineering and Artificial Intelligence in Python

Python screenshot
success 100%

Udemy Promotional Code - September 2023

This will also bring up a list of coupons and promo codes that you can use to get a discount on Udemy courses

Get ahead, stay ahead. Online courses as low as $13.99.
Get ahead, stay ahead. Online courses as low as $14.99