Time Series Courses and Certifications

Alteryx - The Complete Masterclass

1822 ratings at Udemy

Master Alteryx Designer and learn advanced Alteryx data analysis from top-instructor

• Udemy
• 9 hours 49 minutes
• On-Demand
• Paid Course

Google Cloud;  New York Institute of Finance

Introduction to Trading, Machine Learning & GCP

846 ratings at Coursera

Explore trading fundamentals, machine learning, and Google Cloud Platform to build quantitative strategies and models using Python, focusing on regression, time series, and neural networks.

• Coursera
• 9 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Data Analysis for Business and Finance

131 ratings at Udemy

Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

Introduction to Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Coursera
• 15 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Data Visualization with Python

268 ratings at Pluralsight

Data visualization is often first in data analysis. This course teaches you data visualization techniques, and how to implement them with Python and Matplotlib.

• Pluralsight
• 1 hour 28 minutes
• On-Demand
• Free Trial Available

Configuring Prometheus to Collect Metrics

19 ratings at Pluralsight

Correctly configuring Prometheus to collect metrics is key to getting the most from your monitoring. This course will teach you how to configure and debug metric collection in Prometheus.

• Pluralsight
• 1 hour 25 minutes
• On-Demand
• Free Trial Available

Paul G. Allen School

Deep Learning II - Joan Bruna NYU

Explore advanced deep learning concepts including symmetry, transformations, and geometric stability in neural networks with NYU professor Joan Bruna.

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

Cloud-Native Metric Monitoring with Prometheus

Explore cloud-native metric monitoring with Prometheus, covering its key features, concepts, and integration with Grafana Labs' tools for comprehensive observability and efficient system management.

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

CNCF [Cloud Native Computing Foundation]

Intro to Open Source Observability With Grafana, Prometheus, Loki, and Tempo

Explore open source observability tools like Grafana, Prometheus, Loki, and Tempo. Learn their philosophies, integrations, and best practices for effective monitoring and visualization of complex systems.

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

CNCF [Cloud Native Computing Foundation]

Intro - Prometheus

Explore Prometheus with maintainers: design, goals, history, and core concepts. Learn about time series, data structure, exposition format, and PromQL query language for effective production use.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Introduction to Vertex Forecasting and Time Series in Practice

This course is an introduction to building forecasting solutions with Google Cloud.

• Pluralsight
• 3 hours 2 minutes
• On-Demand
• Free Trial Available

NDC Conferences

A Journey in Geospatial Timeseries - Handling Marine Traffic Data with PostgreSQL

Explore PostgreSQL's geospatial capabilities for handling timeseries data in marine traffic, using JSON types, PostGIS, and TimescaleDB extensions.

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

Anyscale

TimeGPT: A Foundation Large Time Series Model for Forecasting

Explore TimeGPT, a groundbreaking pre-trained foundation model for time series forecasting. Learn to leverage distributed capabilities from Ray for scalable forecasting and anomaly detection across diverse domains.

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

CMU Database Group

ParadeDB - Postgres for Search and Analytics

Explore ParadeDB's integration of search and analytics capabilities into PostgreSQL, enhancing database functionality for modern applications.

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

Conf42

Measure PromQL and MetricsQL Expression Complexity

Explore PromQL/MetricsQL query optimization techniques, including data models, time series analysis, and performance improvement strategies for efficient observability in complex systems.

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