Time Series Analysis Courses and Certifications

Coursera

Partition & Monitor AI Models Effectively

Discover how to build reliable AI systems that detect drift, prevent data leakage, and automatically retrain to maintain production performance over time.

• Coursera
• 2 hours 1 minute
• Self-Paced
• Paid Course

Packt

Intro to NumPy

Master NumPy fundamentals through hands-on array manipulation, mathematical operations, and data visualization techniques for effective numerical computing in Python.

• Coursera
• 6 hours 42 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning - Recurrent Neural Networks with TensorFlow

Master recurrent neural networks for time series prediction and NLP tasks using TensorFlow. Implement advanced architectures like GRUs and LSTMs for stock forecasting, image classification, and text analysis.

• Coursera
• 5 hours 41 minutes
• Self-Paced
• Paid Course

Board Infinity

Apply AI & Machine Learning to Financial Forecasting

Master AI and machine learning techniques to transform financial data into accurate forecasts using Python, regression models, and time series analysis for strategic decision-making.

• Coursera
• 20 hours 11 minutes
• Self-Paced
• Paid Course

MathWorks

Predicting Failures with Machine Learning

Advance your engineering career with predictive maintenance solutions. Acquire AI expertise to anticipate equipment failures, minimize downtime, and boost operational efficiency.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Packt

Time Series Forecasting with Facebook Prophet in Python

Master time series forecasting with Facebook Prophet in Python, from basic concepts to advanced techniques like changepoint detection, seasonality adjustments, and handling holidays and regressors for accurate predictions.

• Coursera
• 3 hours 56 minutes
• Self-Paced
• Paid Course

Machine Learning for Healthcare Applications

Master machine learning techniques for healthcare analytics, building predictive models for clinical decision support, patient phenotyping, and temporal analysis with focus on interpretability.

• Coursera
• 7 hours 41 minutes
• Self-Paced
• Paid Course

Computer Vision and Sequence Analysis in Machine Learning

Explore machine learning techniques for analyzing medical images and time-series data, including brain tumor detection from MRI scans and sepsis prediction from patient vitals.

• Coursera
• 15 hours 51 minutes
• Self-Paced
• Paid Course

MathWorks

Detecting Anomalies with Machine Learning

Advance your career with AI-driven engineering solutions. Gain practical skills to detect anomalies early and ensure system performance.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Coursera

Advanced Prometheus Alerting and Monitoring

Master Prometheus alerting and monitoring by building complete monitoring stacks with Grafana, learning PromQL queries, configuring alerts, and creating dashboards for production systems.

• Coursera
• 3 hours 53 minutes
• Self-Paced
• Paid Course

Coursera

Visualize Marketing Data with Looker Studio

Master Looker Studio to transform marketing data into compelling visual stories, create time-series charts, and generate shareable reports for effective team collaboration.

• Coursera
• 1 hour 20 minutes
• Self-Paced
• Paid Course

Coursera

SQL Window Functions for Data

Master SQL window functions to compute rolling averages, rankings, and time-series metrics using OVER() clauses, enabling advanced analytics beyond traditional GROUP BY in data engineering workflows.

• Coursera
• 1 hour 34 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Financial Data with Python for Decision Making

Master Python for financial data analysis, building regression models, and creating visualizations to transform raw datasets into actionable insights for data-driven decision making.

• Coursera
• 5 hours 7 minutes
• Self-Paced
• Paid Course

Coursera

Analyze Healthcare Data for Patient Outcomes

Master systematic monitoring of healthcare infection rates using Excel-based trend analysis and statistical measures to detect spikes, protect patients, and improve outcomes.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Coursera

Market Analysis and Trend Forecasting with Data

Master market sizing, trend forecasting, and go/no-go decisions using TAM/SAM/SOM frameworks, time-series analysis, and data visualizations to deliver stakeholder-ready market entry recommendations.

• Coursera
• 8 hours 49 minutes
• Self-Paced
• Paid Course