Time Series Forecasting Courses and Certifications

Great Learning

Multivariate Time Series on COVID-19 - Time Series Forecasting

Learn multivariate time series forecasting techniques applied to COVID-19 data. Explore statistical modeling for predicting trends and making informed decisions across various industries.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Rob Mulla

Forecasting with the FB Prophet Model

Learn to use Facebook's Prophet model for time series forecasting in Python, covering data preparation, model training, evaluation, and incorporating holiday effects.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Derek Banas

Time Series Forecasting - ARIMA Models and Regression Analysis

Learn to predict future values using ARIMA, covering AutoReg, data handling, and model creation. Gain practical skills in time series forecasting with real-world examples and comprehensive explanations.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Databricks

Time Series Forecasting with PyCaret

Explore automated time series forecasting with PyCaret's low-code module. Learn setup, EDA, training, and forecasting techniques to streamline your predictive modeling workflow.

• YouTube
• 24 minutes
• On-Demand
• 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
• On-Demand
• Free Video

NPTEL-NOC IITM

Time Series Forecasting with Regression Model

Learn to implement regression models for long-term and short-term time series forecasting, focusing on trend and seasonality modeling and auto-regressive techniques using the AirPassengers dataset.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Data Science Festival

Forecasting Time Series with Arrow and WASM

Explore novel time-series processing pipeline using Apache Arrow, S3, Polars/DuckDB, and WASM for efficient forecasting and MLOps deployment.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Time Series Forecasting with Python

This project-based course will teach you how to build a tool that predicts demand for Airbnb properties in New York and become a Business Data Analyst.

• Zero To Mastery
• On-Demand
• Paid Course

Databricks

AutoML Time Series Forecasting for Infrastructure Resources

Spark-based AutoML framework for scalable time series forecasting of IT infrastructure resources, enabling efficient long-term planning and daily dynamic provisioning.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Anyscale

How Datadog is Transforming Time Series Forecasting with Toto

Discover how Toto, a Time Series-Optimized Transformer, revolutionizes forecasting through advanced architecture and trillion-point training data, enabling precise zero-shot predictions for observability metrics.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Conf42

Forecasting Time-Series with Polars and Deno

Explore time-series forecasting using Polars and Deno. Learn scaling techniques, pipeline optimization, and WASM integration for efficient data processing and prediction.

• YouTube
• 23 minutes
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

8 reviews

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
• On-Demand
• Free Video

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
• 3 weeks
• On-Demand
• Free Online Course

Tableau;  Alteryx Microcredential

Predictive Analytics for Business

290 ratings at Udacity

Develop advanced analytics skills using Alteryx and Tableau to solve real-world business problems, prepare for Business Analyst roles, and make data-driven decisions.

• Udacity
• 2 months 2 weeks 2 days 3 hours 31 minutes
• On-Demand
• Paid Course