Search result for Probabilistic modeling Online Courses & Certifications
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Machine Learning
by John W. Paisley- 0.0
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12 Weeks
probabilistic versus non-probabilistic modeling Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection. Unsupervised learning techniques for data modeling and analysis Probabilistic versus non-probabilistic viewpoints...
$249
Introduction to Probability: Part II – Inference & Processes
by John Tsitsiklis , Patrick Jaillet , Qing He , Jimmy Li- 0.0
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16 Weeks
Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions. This course is part of a 2-part sequence on the basic tools of probabilistic modeling. Probabilistic models use the language of mathematics....
$75
Statistical Predictive Modelling and Applications
by Dr Galina Andreeva , Dr Matthias Bogaert , Sofia Varypati- 0.0
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6 Weeks
You will also be introduced to naive Bayes; a very intuitive, probabilistic modeling technique. Translate business challenges into predictive modeling solutions...
$300
Pricing Options with Mathematical Models
by Jaksa Cvitanic- 0.0
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10 Weeks
We will also cover an introduction to modeling of interest rates and fixed income derivatives....
$49
Probability - The Science of Uncertainty and Data
by John Tsitsiklis , Dimitri Bertsekas , Patrick Jaillet , Karene Chu- 0.0
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16 Weeks
Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions....
$300
Fundamentals of Quantitative Modeling
by Richard Waterman- 4.6
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Approx. 8 hours to complete
Through a series of short lectures, demonstrations, and assignments, you’ll learn the key ideas and process of quantitative modeling so that you can begin to create your own models for your own business or enterprise. 4 Key Steps in the Modeling Process 5 A Vocabulary for Modeling Module 3: Probabilistic Models...
Reliability in Engineering Design
by Ganesh Subbarayan- 0.0
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17 Weeks
Failure rate modeling Load-strength interference and probabilistic design Time to failure modeling for selected failure mechanisms in mechanical and electronic systems...
$2250
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Data Science and Machine Learning Capstone Project
by Sourav Mazumder , Linda Liu , Alex Aklson- 0.0
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6 Weeks
You will need to use the techniques you learned in your previous Python, data science, and machine learning courses, including data ingestion, data exploration, data visualization, feature engineering, probabilistic modeling, model validation, and more....
$149
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
-Examine probabilistic clustering approaches using mixtures models. -Perform mixed membership modeling using latent Dirichlet allocation (LDA). Mixed Membership Modeling via Latent Dirichlet Allocation Modeling text topics with Latent Dirichlet Allocation Modeling text topics with Latent Dirichlet Allocation Modeling text data with a hierarchy of clusters Modeling text data with a hierarchy of clusters...
Machine Learning with Python: from Linear Models to Deep Learning
by Regina Barzilay , Tommi Jaakkola , Karene Chu- 0.0
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15 Weeks
Clustering, classification, recommender problems, probabilistic modeling, reinforcement learning;...
$300
