10 Best Time Series Analysis Courses and Certifications Online 2023

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There are countless online courses and classes that will help you enhance your Time Series Analysis abilities and earn your Time Series Analysis certificate.

In this article, our experts have put together a curated list of the 10 Best of the Best Time Series Analysis courses, tutorials, training programs, classes and certifications that are offered online right now.

We have included only those courses that satisfy our high-quality requirements. We have put a great deal of effort and time into gathering these all for you. These courses are suitable for all levels, beginners, intermediate learners, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Time Series Analysis Courses and Certifications Online

Course Name	Enrolled Students (Count)	Reviews (count)
1. Time Series Analysis and Forecasting using Python Our Best Pick	140256+	1231+
2. Time Series Analysis Real World Projects in Python	62846+	420+
3. Python for Time Series Data Analysis	35455+	6562+
4. Time Series Analysis in Python 2022	12618+	1968+
5. Complete Time Series Analysis With Python	5049+	853+
6. Forecasting and Time Series Analysis in Tableau	4722+	599+
7. “Time Series Analysis, Forecasting, and Machine Learning”	3886+	1128+
8. Complete Time Series Data Analysis Bootcamp In R	2656+	361+
9. Python for Time Series Analysis and Forecasting	2332+	401+
10. Applied Time Series Analysis in Python	1623+	332+

1. Time Series Analysis and Forecasting using Python by Start-Tech Academy Udemy Course Our Best Pick

Learn about time series analysis & forecasting models in Python |Time Data Visualization|AR|MA|ARIMA|Regression| ANN

As of right now, more than 140256+ people have enrolled in this course and there are over 1231+ reviews.

Course Content

Introduction
Time Series – Basics
Setting up Python and Python Crash Course
Time Series – Data Loading
Time Series – Feature Engineering
Time Series – Resampling
Time Series – Visualization
Time Series – Transformation
Time Series – Important Concepts
Time Series – Test Train Split
Time Series – Naive (Persistence) model
Time Series – Auto Regression Model
Time Series – Moving Average model
Time Series – ARIMA model
Time Series – SARIMA model
Stationary time Series
Linear Regression – Data Preprocessing
Linear Regression – Model Creation
Introduction to ANN
Single Cells – Perceptron and Sigmoid Neuron
Neural Networks – Stacking cells to create network
Important concepts: Common Interview questions
Standard Model Parameters
Tensorflow and Keras
Python – Dataset for classification problem
Python – Building and training the Model
Python – Solving a Regression problem using ANN
Congratulations & About your certificate

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2. Time Series Analysis Real World Projects in Python by Shan Singh Udemy Course

“Learn how to Solve 3 real Business Problems. Build Robust AI ,Time Series Models for Time Series Analysis & Forecasting”

As of right now, more than 62846+ people have enrolled in this course and there are over 420+ reviews.

Course Content

Introduction
Predict Temperature of Different Cities using Time Series Analysis Algorithms
Predicting Covid-19 Cases using Facebook Prophet
Predict Stock Prices using Automated Time Series Models
Bonus Section

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3. Python for Time Series Data Analysis by Jose Portilla Udemy Course

“Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!”

As of right now, more than 35455+ people have enrolled in this course and there are over 6562+ reviews.

Course Content

Introduction
Course Set Up and Install
NumPy
Pandas Overview
Data Visualization with Pandas
Time Series with Pandas
Time Series Analysis with Statsmodels
General Forecasting Models
Deep Learning for Time Series Forecasting
Facebook’s Prophet Library
BONUS SECTION: THANK YOU!

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4. Time Series Analysis in Python 2022 by 365 Careers Udemy Course

“Time Series Analysis in Python: Theory, Modeling: AR to SARIMAX, Vector Models, GARCH, Auto ARIMA, Forecasting”

As of right now, more than 12618+ people have enrolled in this course and there are over 1968+ reviews.

Course Content

Introduction
Setting Up the Environment
Introduction to Time Series in Python
Creating a Time Series Object in Python
Working with Time Series in Python
Picking the Correct Model
Modeling Autoregression: The AR Model
Adjusting to Shocks: The MA Model
Past Values and Past Errors: The ARMA Model
Modeling Non-Stationary Data: The ARIMA Model
Measuring Volatility: The ARCH Model
An ARMA Equivalent of the ARCH: The GARCH Model
Auto ARIMA
Forecasting
Business Case

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5. Complete Time Series Analysis With Python by Minerva Singh Udemy Course

“Python Time Series: How To Use Data Science, Statistics & Machine Learning For Modelling Time Series Data in Python”

As of right now, more than 5049+ people have enrolled in this course and there are over 853+ reviews.

Course Content

Introduction to the Course
Read in Data From External Data Sources
Preprocessing & Visualising Time Series Data in Python
Characteristics & Conditions of Time Series Data
Basic Time Series Forecasting
Machine Learning For Time Series
Use Deep Learning For Time Series Data
Miscellaneous Lectures

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6. Forecasting and Time Series Analysis in Tableau by R-Tutorials Training Udemy Course

“Use Tableau to work with time series, generate forecasts and even add R functionality to enhance Tableau.”

As of right now, more than 4722+ people have enrolled in this course and there are over 599+ reviews.

Course Content

Introduction
Working with Time Series in Tableau
Creating a Forecast Using Tableau’s Internal Toolbox
Custom Forecasting Using R Integration in Tableau

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7. “Time Series Analysis, Forecasting, and Machine Learning” by “Lazy Programmer Team, Lazy Programmer Inc.” Udemy Course

“Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting”

As of right now, more than 3886+ people have enrolled in this course and there are over 1128+ reviews.

Course Content

“Welcome
Getting Set Up
Time Series Basics
Exponential Smoothing and ETS Methods
ARIMA
Vector Autoregression (VAR, VMA, VARMA)
Machine Learning Methods
Deep Learning: Artificial Neural Networks (ANN)
Deep Learning: Convolutional Neural Networks (CNN)
Deep Learning: Recurrent Neural Networks (RNN)
VIP: GARCH
VIP: AWS Forecast
VIP: Facebook Prophet
Setting Up Your Environment FAQ
Extra Help With Python Coding for Beginners FAQ
Effective Learning Strategies for Machine Learning FAQ
Appendix / FAQ Finale”

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8. Complete Time Series Data Analysis Bootcamp In R by Minerva Singh Udemy Course

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

As of right now, more than 2656+ people have enrolled in this course and there are over 361+ reviews.

Course Content

INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools
Start With Time Series Data
Important Pre-Conditions of Time Series Modelling
Time Series Based Forecasting
Machine Learning Techniques For Time Series Data
Detecting Sudden Changes/Major Events
Miscellaneous Lectures

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9. Python for Time Series Analysis and Forecasting by R-Tutorials Training Udemy Course

“Work with time series and time related data in Python – Forecasting, Time Series Analysis, Predictive Analytics”

As of right now, more than 2332+ people have enrolled in this course and there are over 401+ reviews.

Course Content

“Introduction
Time Series Analysis Background Knowledge
ARIMA for Univariate, Non-Seasonal Data
Models for Seasonal Data
Multivariate Time Series Analysis
Homework Solutions”

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10. Applied Time Series Analysis in Python by Marco Peixeiro Udemy Course

Use Python and Tensorflow to apply the latest statistical and deep learning techniques for time series analysis

As of right now, more than 1623+ people have enrolled in this course and there are over 332+ reviews.

Course Content

Introduction
Statistical Learning Approach: The Building Blocks
Statistical Learning Approach: Basic Models
Statistical Learning Approach: Advanced Models
Deep Learning Approach: Theory
Deep Learning Approach: End-to-end Project
Conclusion and References
Bonus: Automated Time Series Analysis with Prophet

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Here are some frequently asked questions about learning Time Series Analysis

How Long Does It Take to Learn Time Series Analysis?

The answer to the question “How long does it ttake to learn Time Series Analysis” is … it depends. Everyone has different needs, and everybody is operating in different situations, so the answer for one person may be completely different than for another person.

Consider these questions: What are you trying to Learn Time Series Analysis for? Where is your beginning point? Are you a newbie or do you have experience with Time Series Analysis? Just how much can you practice? 1 hour per day? 40 hours each week? Check out this course about Time Series Analysis.

Is Time Series Analysis Easy Or Hard to Learn?

No, learning Time Series Analysis isn’t hard for many people. Check this course on how to Learn Time Series Analysis in no time!

How to Learn Time Series Analysis Fast?

The fastest way to Learn Time Series Analysis is to first get this Time Series Analysis course, then practice whatever you learn whenever you can. Even if its simply 15 minutes a day of practice. Consistency is key.

Where to Learn Time Series Analysis?

If you want to explore and learn Time Series Analysis, then Udemy offers you the best platform to learn the Time Series Analysis. Check this course on how to Learn Time Series Analysis in no time!

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