Time Series Analysis Courses and Certifications

Causal Inference

Learn to estimate and validate causal effects from observational time-series and panel data using advanced causal inference methods.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Career Certificate

Applied Statistics

Move beyond prediction to evidence-backed business decisions: forecast revenue, estimate causal effects, model customer choice, and stress-test recommendations with Bayesian decision tools.

• Udacity
• 60 hours
• Self-Paced
• Paid Course

Australian Water School

Groundwater Time Series Analysis

Use Python to extract aquifer confinement, storage, and hydraulic conductivity from groundwater responses to atmospheric pressure and Earth tides.

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

Modelos predictivos con Machine Learning

36 ratings

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión,

• edX
• 4 weeks, 6-8 hours a week
• Self-Paced
• Free Online Course (Audit)

Python for Financial Analysis and Algorithmic Trading

18176 ratings at Udemy

Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!

• Udemy
• 16 hours 39 minutes
• Self-Paced
• Paid Course

Open Data Science

Foundation Models for Time Series Analysis and Semantic Search

Explore cutting-edge foundation models for time-series analysis, including specialized neural architectures, predictive capabilities, semantic search with Milvus, and building RAG and agentic systems for temporal data.

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

Nvidia

Accelerated Time Series Analysis with Polars on NVIDIA GPUs

Master GPU-accelerated time series analysis using Polars, achieving 7x faster processing of stock market data through NVIDIA RAPIDS integration in Google Colab - no code changes required.

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

USENIX

Anomaly Detection in Time Series from Scratch Using Statistical Analysis

Discover how to implement statistical-based anomaly detection in time series data using Grafana, focusing on visualization, prediction accuracy, and dashboard code implementation.

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

Conf42

Detecting Anomalies in Logs with Time Series Analysis

Discover how to detect anomalies in cloud logs using time series analysis and machine learning techniques for proactive cost management and monitoring optimization.

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

Confreaks

Catching Waves with Time-Series Data - Best Practices for Storage and Analysis

Dive into time-series data management through a surfer's journey, exploring efficient storage, querying, aggregation, and API implementation for real-world applications in IoT and finance.

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

OSACon

Exploring Data Analysis in Time Series Databases with Kubernetes Monitoring

Discover how modern monitoring systems handle time series data, focusing on Kubernetes environments, VictoriaMetrics, Prometheus, and Grafana visualization techniques.

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

Scaling Time Series Analysis With Argo Workflows: Patterns and Practices

Discover how Argo Workflows transforms time series analysis into a streamlined, scalable process in Kubernetes environments, with practical patterns for data partitioning, parallel processing, and resource optimization.

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

CodeEmporium

Informer: Complete Code from Scratch - Time Series Transformer Analysis

A line-by-line walkthrough of the Informer time-series transformer implementation.

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

TensorFlow for Deep Learning Bootcamp

12601 ratings at Udemy

Learn TensorFlow by Google. Become an AI, Machine Learning, and Deep Learning expert!

• Udemy
• 2 days 14 hours 57 minutes
• Self-Paced
• Paid Course

Preparing Financial Data for Machine Learning

Prepare financial time series for machine learning with feature engineering, scaling, leakage-free splitting, and lag features for stock-price prediction.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate