Time Series Forecasting Courses and Certifications

Great Learning

Stock Price Prediction Using Deep Learning - Deep Learning Tutorial

Learn to predict stock prices using deep learning techniques, including time series forecasting, ANN, and RNN, with practical implementation and a case study approach.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Time Series Forecasting

11 ratings at Udacity

The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts.

• Udacity
• 5 hours
• Self-Paced
• Free Online Course

Great Learning

Time Series Analysis and Forecasting in R

This full course on Time Series Analysis will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Ac…

• YouTube
• 4 hours 46 minutes
• Self-Paced
• Free Video

Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

CodeEmporium

Informer: Training and Inference

Explore time series prediction using Informer, a transformer-based model. Learn to train and make predictions through hands-on coding, enhancing your skills in advanced forecasting techniques.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

AutoML Seminars

Chronos-2 - From Univariate to Universal Forecasting

Discover Chronos-2, a pretrained model for zero-shot univariate, multivariate, and covariate-informed forecasting using group attention and in-context learning across diverse time series.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Understanding Data Science

522 ratings at DataCamp

An introduction to data science with no coding involved.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Rob Mulla

Time Series Forecasting with XGBoost - Advanced Methods

Explore advanced time series forecasting with XGBoost, covering outlier removal, cross-validation, lag features, and future predictions. Enhance your skills in handling complex time-dependent data for improved forecasting accuracy.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

14 ratings

This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.

• YouTube
• 1 day 15 hours
• Self-Paced
• Free Video

Forecasting in R

14 ratings at DataCamp

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

MLCon | Machine Learning Conference

Predicting New York City Taxi Demand - Spatio-Temporal Time Series Forecasting

Explore spatio-temporal forecasting for NYC taxi demand using advanced models like LSTM and TCN, reducing prediction errors by 40% compared to baseline methods.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Darts - Unifying Time Series Forecasting Models from ARIMA to Deep Learning

Explore time series forecasting with Darts, a Python library unifying traditional and deep learning models. Learn best practices for preprocessing, backtesting, and achieving quick results in forecasting problems.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Databricks

Scalable AutoML for Time Series Forecasting Using Ray

Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and hyper-parameter tuning. Learn from real-world applications and experiences in various industries.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Excel Time Series Models for Business Forecasting

252 ratings at Coursera

Learn Excel-based time series forecasting methods for business data, including naive, moving averages, trend-fitting, exponential smoothing, and decomposition. Apply and optimize models for accurate predictions.

• Coursera
• 10 hours 59 minutes
• Self-Paced
• Paid Course

Time Series Analysis, Forecasting, and Machine Learning

3133 ratings at Udemy

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

• Udemy
• 23 hours 28 minutes
• Self-Paced
• Paid Course