Time Series Analysis Courses and Certifications

Applying Data Analytics in Finance

223 ratings at Coursera

Analyze stock prices, returns, and risk: build moving average, Holt-Winters, and ARIMA forecasts in R and optimize portfolios using modern portfolio theory.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

ExcelIsFun

Excel Business Analytics - Forecasting, Linear Programming, Simulation and More

3 ratings

Master Excel business analytics through forecasting, linear programming, Monte Carlo simulation, Power Query data transformation, and statistical modeling techniques.

• YouTube
• 19 hours 18 minutes
• Self-Paced
• Free Video

Machine Learning & Deep Learning in Python & R

6025 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• Self-Paced
• Paid Course

Deep Learning: Recurrent Neural Networks in Python

6053 ratings at Udemy

GRU, LSTM, Time Series Forecasting, Stock Predictions, Natural Language Processing (NLP) using Artificial Intelligence

• Udemy
• 13 hours 24 minutes
• Self-Paced
• Paid Course

Introduction to Predictive Modeling

145 ratings at Coursera

Build predictive models in Excel: fit simple and multiple linear regression, prepare data with Pivot Tables and VLOOKUP, and forecast using exponential smoothing and Holt-Winters.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Career Certificate

Excel Skills for Business Forecasting

331 ratings at Coursera

Build business forecasts in Excel: decompose time series data, fit causal regression models for time series and cross-sectional data, and apply structured judgmental forecasting methods.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Master MATLAB through Guided Problem Solving

4358 ratings at Udemy

Become an expert in MATLAB Programming and Scientific Computing. Advance your career in Engineering Physics Biology etc

• Udemy
• 1 day 13 hours 58 minutes
• Self-Paced
• Paid Course

Demand Analytics

305 ratings at Coursera

Forecast demand from a cookware manufacturer's real data: build linear trend models, add price and environmental factors via multiple regression, and model seasonality with categorical variables.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Analysis: Statistical Modeling and Computation in Applications

115 ratings at edX

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-15 hours a week
• Self-Paced
• Free Online Course (Audit)

Python Data Analysis: NumPy & Pandas Masterclass

2840 ratings at Udemy

Learn NumPy + Pandas for data analysis, data science & business intelligence, w/ a top Python data science instructor!

• Udemy
• 13 hours 32 minutes
• Self-Paced
• Paid Course

PyTorch: Deep Learning and Artificial Intelligence

2651 ratings at Udemy

Neural Networks for Computer Vision, Time Series Forecasting, NLP, GANs, Reinforcement Learning, and More!

• Udemy
• 1 day 24 minutes
• Self-Paced
• Paid Course

Marketing Analytics: Forecasting Models with Excel

2339 ratings at Udemy

Master Marketing Analytics| Forecasting and Time Series analysis | Sales Forecasting| Build Forecasting models in Excel

• Udemy
• 6 hours 28 minutes
• Self-Paced
• Paid Course

Time, Change, and Decisions for Marketing

Apply causal and dynamic Bayesian networks, partial dependence plots, and time series forecasting to model customer journeys, run what-if analyses, and optimize marketing decisions.

• Coursera
• 3 weeks, 8 hours a week
• Self-Paced
• Paid Course

Financial Engineering and Artificial Intelligence in Python

2294 ratings at Udemy

Financial Analysis, Time Series Analysis, Portfolio Optimization, CAPM, Algorithmic Trading, Q-Learning, and MORE!

• Udemy
• 21 hours 45 minutes
• Self-Paced
• Paid Course

Machine Learning Practical Workout | 8 Real-World Projects

2183 ratings at Udemy

Build 8 Practical Projects and Go from Zero to Hero in Deep/Machine Learning, Artificial Neural Networks

• Udemy
• 14 hours 15 minutes
• Self-Paced
• Paid Course