Search result for Mathematics for machine learning specialization Online Courses & Certifications
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Practical Deep Learning with Keras and Python
by Mohammad Nauman- 0.0
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3.5 hours on-demand video
Learn to apply machine learning to your problems. Basics of machine learning with minimal mathA specialized but optional mathematics heavy talk that explains all the inner working of machine learning and deep learning Applying machine learning principles to solve a real-world case study that includes pre-processing and getting your data into the proper shape....
$12.99
AI Workflow: Machine Learning, Visual Recognition and NLP
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 14 hours to complete
Explain the use of linear and logistic regression in supervised learning applications Describe common strategies for grid searching and cross-validation This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. Building Machine Learning and Deep Learning Models...
Fundamentals of Reinforcement Learning
by Martha White , Adam White- 4.8
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Approx. 15 hours to complete
Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. This is the first course of the Reinforcement Learning Specialization. Jonathan Langford: Contextual Bandits for Real World Reinforcement Learning...
Full stack web development and AI with Python (Django)
by John Harper- 4.4
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39.5 hours on-demand video
Django - the python framework for creating dynamic websites that can even integrate machine learning and AI Full training in entry mathematics and statistics with a heavy emphasis on machine learning How to develop machine learning from scratch - training algorithms using big data that can then be used in production for making predictions...
$14.99
A Beginner's Guide To Machine Learning with Unity
by Penny de Byl- 4.5
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12.5 hours on-demand video
The course starts with a thorough examination of genetic algorithms that will ease you into one of the simplest machine learning techniques that is capable of extraordinary learning. Absolutely the best beginner to Advanced course for Neural Networks/ Machine Learning if you are a game developer that uses C# and Unity....
$15.99
ML Pipelines on Google Cloud
by Google Cloud Training- 3.7
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Approx. 11 hours to complete
The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production machine learning platform based on TensorFlow for management of ML pipelines and metadata. And finally, we will go over how to use MLflow for managing the complete machine learning life cycle. Custom components and CI/CD for TFX pipelines...
Apply Generative Adversarial Networks (GANs)
by Sharon Zhou , Eda Zhou , Eric Zelikman- 4.8
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Approx. 27 hours to complete
This Specialization provides an accessible pathway for all levels of learners looking to break into the GANs space or apply GANs to their own projects, even without prior familiarity with advanced math and machine learning research. Week 1: GANs for Data Augmentation and Privacy GANs for Privacy GANs for Anonymity (Optional) CycleGAN for Medical Imaging...
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Deep Learning Essentials
by Mirko Bronzi , Golnoosh Farnadi , Gaétan Marceau Caron , Jeremy Pinto- 0.0
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5 Weeks
If you are a professional, a scientist or an academic with basic knowledge in mathematics and programming, this MOOC is designed for you! Atop the rich Deep Learning content, discover issues of bias and discrimination in machine learning and benefit from this sociotechnical topic that has proven to be a great eye-opener for many....
$149
R: Complete Machine Learning Solutions
by Packt Publishing- 3.6
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8 hours on-demand video
Are you interested in understanding machine learning concepts and building real-time projects with R, but don’t know where to start? The aim of machine learning is to uncover hidden patterns, unknown correlations, and find useful information from data. Additionally, R provides many machine learning packages and visualization functions, which enable users to analyze data on the fly....
$11.99
Future Development in Supply Chain Finance and Blockchain Technology
by Oliver Belin , Jack Farmer- 4.4
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Approx. 7 hours to complete
This course covers the basic concepts of Distributed Ledger Technology (DLT), the key features as well as the benefits the solution represents for Supply Chain Finance. Introduction to the Specialization Topic 02: AI and Machine Learning Solution Specialization Outline Topic 03: Is Supply Chain Finance ready for Blockchain? Identify the key features of Blockchain technologies for Supply Chain Finance....
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