Time Series Analysis Courses and Certifications

Data Science Dojo

Time Series Analysis for Beginner Data Scientists - Time Series Forecasting

Learn time series analysis for data science: navigate, analyze, and model time series data, create forecasts, and build interactive dashboards. Ideal for beginners with basic coding skills.

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

Alan Turing Institute

Time Series Modelling and State Space Models - Professor Chris Williams, University of Edinburgh

Explore time series modeling, including ARMA models, Hidden Markov Models, and Kalman filtering. Learn parameter estimation, inference techniques, and advanced topics in state-space models.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.

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

Great Learning

Time Series in Stock Market - Time Series Forecasting - Data Science for Beginners

Comprehensive tutorial on time series analysis for stock market forecasting, covering indices, exponential smoothing, and ARIMA models with practical applications and comparisons.

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

Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.

• YouTube
• 2 hours 56 minutes
• On-Demand
• Free Video

Great Learning

Time Series Analysis and Forecasting in R

This full course on Time Series Analysis will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Ac…

• YouTube
• 4 hours 46 minutes
• On-Demand
• Free Video

Time Series

Explore time series analysis through hands-on sessions covering EDA, stock analysis, and advanced forecasting models like ARIMA, SARIMAX, and Fbprophet.

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

Time Series

Explore time series analysis techniques including forecasting, regression, moving averages, and trend analysis for data-driven insights.

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

Uncertainty in Artificial Intelligence

Parity Calibration in Sequential Regression - Forecasting Increase-Decrease Events

Explore parity calibration in sequential regression, focusing on predicting increase-decrease events rather than exact values. Learn its applications in epidemiology, weather forecasting, and nuclear fusion control.

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

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
• On-Demand
• Free Video