Search result for Coursera mathematics for machine learning Online Courses & Certifications
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Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 18 hours to complete
Fundamentals of Machine Learning in Finance will provide more at-depth view of supervised, unsupervised, and reinforcement learning, and end up in a project on using unsupervised learning for implementing a simple portfolio trading strategy. Introduction to Fundamentals of Machine Learning in Finance Geron, “Hands-On Machine Learning with Scikit-Learn and TensorFlow”, Chapters 6 & 7...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine. Example: EM for discrete mixture, E-step Example: EM for discrete mixture, M-step GP for machine learning...
Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
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Approx. 32 hours to complete
For example, we will discuss word alignment models in machine translation and see how similar it is to attention mechanism in encoder-decoder neural networks. To succeed in that, we expect your familiarity with the basics of linear algebra and probability theory, machine learning setup, and deep neural networks. Linear models for sentiment analysis...
Machine Learning A-Z: Support Vector Machine with Python ©
by AI Sciences- 4.6
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11.5 hours on-demand video
The Complete Machine Learning and Support Vector Machine Course for Beginners We’ll also learn various steps of data preprocessing which allows us to make data ready for machine learning algorithms. Machine Learning concepts, including: This course is for you if you want to learn how to program in Python for Machine Learning...
$9.99
The Absolute Beginners Guide to Data Science
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 0.0
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42.5 hours on-demand video
Build your mathematics and statistics foundations strongly and ensure your Data science fundamentals are in place! Not only are Data Scientists responsible for business analytics, but they are also involved in building data products and software platforms, along with developing visualizations and machine learning algorithms Machine learning is everywhere. You will understand the mathematics and statistics behind Machine Learning...
$12.99
VSD - Machine Intelligence in EDA/CAD
by Kunal Ghosh- 4.2
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4 hours on-demand video
Listen from CEO/architect himself on Machine learning Then we will give overall introduction to categories of machine learning (supervised and unsupervised learning) and go about discussing that a little bit. He is passionate about many technical topics including Machine Learning, Analysis, Characterization and Modeling, which led him to architect guna - an advanced characterization software for modern nodes....
$12.99
Applied Machine Learning in R
by Bogdan Anastasiei- 4.5
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8 hours on-demand video
Get the essential machine learning skills and use them in real life situations So it may be the right time for you to enroll in this course and start building your machine learning competences today! After the first two introductory sections, we will get to study the supervised machine learning techniques....
$12.99
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Calculus for Data Science - Machine Learning - Deep Learning
by Manifold AI Learning ®- 4.2
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10 hours on-demand video
Mastering Calculus for Deep learning / Machine learning / Data Science / Data Analysis / AI using Python with Hands-on In further sections, we move along and apply the basics and learn some of the important concepts related to approximation which is the core for any Machine learning, Deep Learning , Artificial intelligence, Data Science model...
$13.99
Calculus and Optimization for Machine Learning
by Anton Savostianov- 4
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Approx. 32 hours to complete
Hi! Our course aims to provide necessary background in Calculus sufficient for up-following Data Science courses. Later students are assumed to study limits (in case of sequences, single- and multivariate functions), differentiability (once again starting from single variable up to multiple cases), integration, thus sequentially building up a base for the basic optimisation....
IBM Data Science Professional Certificate
- 0.0
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Build data science skills, learn Python & SQL, analyze & visualize data, build machine learning models. This Professional Certificate from IBM will help anyone interested in pursuing a career in data science or machine learning develop career-relevant skills and experience....
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