Search result for Mathematics for machine learning specialization Online Courses & Certifications
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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
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
Class imbalances can seriously affect the validity of your machine learning models, and the mitigation of bias in data is essential to reducing the risk associated with biased models. 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....
Design Thinking and Predictive Analytics for Data Products
by Julian McAuley , Ilkay Altintas- 4.5
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Approx. 8 hours to complete
This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will understand the fundamental concepts of statistical learning and learn various methods of building predictive models....
Build Better Generative Adversarial Networks (GANs)
by Sharon Zhou , Eda Zhou , Eric Zelikman- 4.7
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Approx. 29 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. Intro to Machine Bias Machine Bias A Survey on Bias and Fairness in Machine Learning...
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Topics covered include hypothesis testing, linear regression, nonlinear modeling, and machine learning. In this specialization we assume familiarity with the R programming language. Dataset does not contain the exact variables you are looking for What is Machine Learning? Machine Learning Steps Prediction and Machine Learning Quiz Apply machine learning workflows to detect complex patterns in your data...
Custom and Distributed Training with TensorFlow
by Laurence Moroney , Eddy Shyu- 4.8
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Approx. 24 hours to complete
This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models. Reference: CNN for visual recognition Custom Training for Multiple GPU Mirrored Strategy...
Learning Path: Python: Effective Data Analysis Using Python
by Packt Publishing- 3.9
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10.5 hours on-demand video
This sparked a passion for software development and developmental programming and led him to explore state-of-the art projects in natural language processing, facial detection/recognition, and machine learning. He holds a PhD in applied mathematics from the University of Cambridge. His work is focused on the development of machine learning models and applications to use information from structured and unstructured data....
$12.99
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Custom Models, Layers, and Loss Functions with TensorFlow
by Laurence Moroney , Eddy Shyu- 4.9
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Approx. 31 hours to complete
This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models. A conversation with Andrew Ng: Overview of the specialization Reference: Dimensionality reduction by Learning an Invariant Mapping...
DeepLearning.AI TensorFlow Developer Professional Certificate
- 0.0
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TensorFlow is one of the most in-demand and popular open-source deep learning frameworks available today. AI TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models. Looking to customize and build powerful real-world models for complex scenarios?...
TensorFlow: Artificial Intelligence with TensorFlow: 3-in-1
by Packt Publishing- 3.6
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9 hours on-demand video
Begin your journey to build next-generation AI models from scratch with TensorFlow and create your own machine learning The first course, Learn Artificial Intelligence with TensorFlow, covers creating your own machine learning solutions. Brandon McKinzie is an NLP engineer/researcher and lover of all things associated with machine learning, with a particular interest in deep learning for natural language processing....
$12.99
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