Time Series Analysis Courses and Certifications

Applied Algebraic Topology Network

Time Series and Biological Network Analysis via Directed Graphs

Explore robust techniques for analyzing biological time series data using directed acyclic graphs, focusing on extremal events and applications in genomic research and network analysis.

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

CodeEmporium

Informer: Complete Code from Scratch - Time Series Transformer Analysis

Line-by-line exploration of the time series transformer, focusing on implementation details and code structure for deep learning enthusiasts and practitioners.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Time Series Analysis Tools with Applications to Neuroscience - Class 3

Explore advanced time series analysis techniques and their applications in neuroscience, focusing on complex network analysis and information theory.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Time Series Analysis Tools with Applications to Neuroscience - Class 2

Explore time series analysis tools and their applications in neuroscience, focusing on advanced techniques for understanding complex neural data.

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

ICTP-SAIFR

Time Series Analysis Tools with Applications to Neuroscience - Class 1

Explore time series analysis tools and their applications in neuroscience, focusing on nonlinear dynamics and complex networks in brain function.

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

ICTP-SAIFR

Time Series Analysis - Class 4

Explore advanced time series analysis techniques in socio-economic complexity, focusing on nonlinear systems applications and cutting-edge research insights.

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

ICTP-SAIFR

Time Series Analysis - Class 3 of 4

Explore advanced time series analysis techniques for socio-economic complexity in this comprehensive lecture by Cristina Masoller.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Time Series Forecasting with GRUs

Master GRU-based time series forecasting with TensorFlow, covering bidirectional models, attention mechanisms, and hybrid CNN-GRU architectures for multivariate data prediction.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Sequences, Time Series and Prediction

5162 ratings at Coursera

Course 4 of the deeplearning.ai TensorFlow Specialization will teach you how to solve time series and forecasting problems using RNNs, ConvNets, and the WaveNet architecture.

• Coursera
• 21 hours 43 minutes
• Self-Paced
• Paid Course

Introduction to RNNs for Time Series Analysis

Master RNN, LSTM, and GRU models for time series forecasting and classification using PyTorch with hands-on data preprocessing, model building, and performance evaluation techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Coursera

Time Series Mastery: Forecasting with ETS, ARIMA, Python

45 ratings at Coursera

Comprehensive introduction to time series analysis and forecasting, covering ETS, ARIMA, and advanced techniques. Learn to apply these methods to real-world data for accurate predictions and informed decision-making.

• Coursera
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Demand Forecasting Using Time Series

39 ratings at Coursera

Explore time series analysis for demand forecasting, covering stationarity, trends, autocorrelation, and predictive models like ARIMA. Gain practical skills in Python for effective supply chain management.

• Coursera
• 9 hours 23 minutes
• Self-Paced
• Paid Course

Grafana Master Course - Time Series Data Visualization

1157 ratings at Udemy

Query, Visualize, Alert on and understand your Metrics. Create, Explore and Share Dashboards using Grafana

• Udemy
• 3 hours 26 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Time Series Forecasting with R: Analyze & Predict

21 ratings at Coursera

Discover advanced time series forecasting techniques using R, from regression and decomposition to ARIMA and SARIMA models for accurate predictions.

• Coursera
• 8 hours 44 minutes
• Self-Paced
• Paid Course

Career Certificate

Analyzing Time Series and Sequential Data

11 ratings at Coursera

Explore time series analysis, create features, build forecasting systems, and model sequential data using SAS tools. Master techniques for large-scale data projects and predictive modeling.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses