This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis and Survival Analysis. The hands-on section of this course focuses on using best practices and verifying assumptions derived from Statistical Learning.
von


Specialized Models: Time Series and Survival Analysis
IBM Skills NetworkÜber diesen Kurs
Könnte Ihr Unternehmen von Mitarbeiterweiterbildungen für gefragte Kompetenzen profitieren?
Probieren Sie Coursera for Business ausKompetenzen, die Sie erwerben
- Dimensionality Reduction
- Unsupervised Learning
- Cluster Analysis
- Time Series
- K Means Clustering
Könnte Ihr Unternehmen von Mitarbeiterweiterbildungen für gefragte Kompetenzen profitieren?
Probieren Sie Coursera for Business ausLehrplan - Was Sie in diesem Kurs lernen werden
Introduction to Time Series Analysis
Stationarity and Time Series Smoothing
ARMA and ARIMA Models
Deep Learning and Survival Analysis Forecasts
Bewertungen
- 5 stars72,11 %
- 4 stars15,38 %
- 3 stars6,73 %
- 2 stars3,84 %
- 1 star1,92 %
Top-Bewertungen von SPECIALIZED MODELS: TIME SERIES AND SURVIVAL ANALYSIS
excellent and well explained course, especially for SARIMAX models.
Excellenct course.
I could experience so many methodologies.
So tough to finish each project.
I really thank IBM and Coursera for this great course with just so small tuition fee.
Clearly explaind. I am currently working on time series forecasting and predictions. This course helped me a lot about the details of the topics.
Great course, very well taught and topics are useful for future applications
Häufig gestellte Fragen
Wann erhalte ich Zugang zu den Vorträgen und Aufgaben?
Was bekomme ich, wenn ich dieses Zertifikat abonniere?
Haben Sie weitere Fragen? Besuchen Sie das Learner Help Center.