Time Series Analysis Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Learning and Mining in Large-Scale Time Series Data - 2015

Explore machine learning approaches for analyzing large-scale time series and spatio-temporal data, with applications in healthcare and climate modeling.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

SQLBits

Time Series with SQL Server 2022

Explore SQL Server 2022's new time series capabilities, learning how to work with time series data alongside other data types and understanding its opportunities and limitations.

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

Centre International de Rencontres Mathématiques

Mixing Properties of (Non-)Stationary INGARCH(1,1) Processes

Explore mixing properties of (non-)stationary INGARCH(1,1) processes in this mathematical conference talk, focusing on adaptive and high-dimensional spatio-temporal forecasting methods.

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

NPTEL-NOC IITM

Fitting Granger Causal Model with R - Hands on with R Part 7

Explore Granger Causal model fitting using R, enhancing your statistical analysis skills for time series data and causal relationships.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Fourier Phase Index for Extracting Signatures of Determinism and Nonlinear Features in Time Series

Explore a novel method for analyzing time series data, extracting deterministic signatures and nonlinear features using the Fourier Phase Index.

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

Alan Turing Institute

Time Series Class - Part 1 - Dr. Ioannis Papastathopoulos, University of Edinburgh

Learn fundamental concepts and advanced techniques in time series analysis, including ARMA models, state-space models, and neural networks for forecasting and inference.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Free Video

Alan Turing Institute

Time Series Class - Part 2 - Professor Chris Williams, University of Edinburgh

Explore time series analysis, from moving average models to advanced state-space techniques and recurrent neural networks. Gain practical skills in parameter estimation, forecasting, and applying models to real-world data.

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

SF Python

Timeseries Analysis for Issue Volume Detection and Escalation

Discover how to build and implement an escalating issues algorithm for effective signal-to-noise management in data feeds, with practical strategies and implementation insights from Sentry's data team.

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

Data Science Conference

Comparison Analysis of FB Prophet, Amazon DeepAR+ and CNN-QR Algorithms for Sales Forecasting

Explore a practical comparison of leading forecasting algorithms - FB Prophet, Amazon DeepAR+, and CNN-QR - through real-world retail sales data analysis and performance evaluation.

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

INI Seminar Room 2

Mean and PGA for Time Series: The Signature Method Answer

Explore the signature method as a solution for calculating mean and Principal Geodesic Analysis (PGA) for time series with Prof. Marianne Clausel's comprehensive mathematical approach.

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

INI Seminar Room 2

Mean and PGA for Time Series: The Signature Method Answer

Discover how the signature method provides solutions for calculating mean and Principal Geodesic Analysis (PGA) for time series data in this mathematical seminar by Professor Marianne Clausel.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

AnalystPrep

Nonstationary Time Series - FRM Part 1 2025 Book 2 Chapter 11

Master nonstationary time series analysis including linear/nonlinear trends, seasonality modeling, random walks, unit roots, and h-step-ahead forecasting for FRM Part 1 exam preparation.

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

DigitalSreeni

Time Series Statistical Comparison - When Data Points Aren't Independent

Discover advanced statistical methods for comparing time series data when traditional tests fail due to temporal autocorrelation and dependent observations.

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

Python for Financial Analysis and Algorithmic Trading

18159 ratings at Udemy

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

• Udemy
• 16 hours 39 minutes
• On-Demand
• Paid Course

Complete Guide to TensorFlow for Deep Learning with Python

17094 ratings at Udemy

Learn how to use Google's Deep Learning Framework - TensorFlow with Python! Solve problems with cutting edge techniques!

• Udemy
• 14 hours 10 minutes
• On-Demand
• Paid Course