Model selection

Validation set

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Can You Validate These Emails?

Email Validation is a procedure that verifies if an email address is deliverable and valid. Can you validate these emails?

From playlist Fun

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Set Theory (Part 2): ZFC Axioms

Please feel free to leave comments/questions on the video and practice problems below! In this video, I introduce some common axioms in set theory using the Zermelo-Fraenkel w/ choice (ZFC) system. Five out of nine ZFC axioms are covered and the remaining four will be introduced in their

From playlist Set Theory by Mathoma

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Introduction to sets || Set theory Overview - Part 1

A set is the mathematical model for a collection of different things; a set contains elements or members, which can be mathematical objects of any kind: numbers, symbols, points in space, lines, other geometrical shapes, variables, or even other #sets. The #set with no element is the empty

From playlist Set Theory

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Introduction to sets || Set theory Overview - Part 2

A set is the mathematical model for a collection of different things; a set contains elements or members, which can be mathematical objects of any kind: numbers, symbols, points in space, lines, other geometrical shapes, variables, or even other #sets. The #set with no element is the empty

From playlist Set Theory

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Overfitting 4: training, validation, testing

[http://bit.ly/overfit] When building a learning algorithm, we need to have three disjoint sets of data: the training set, the validation set and the testing set. This video explains why we need all three.

From playlist Overfitting

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Introduction to Sets and Set Notation

This video defines a set, special sets, and set notation.

From playlist Sets (Discrete Math)

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Excel MT 144 p1 Formula: Avoid Data Validation 1 Rule Limit

Download Excel Files: Start File: https://people.highline.edu/mgirvin/YouTubeExcelIsFun/EMT133-145.xls Finished https://people.highline.edu/mgirvin/YouTubeExcelIsFun/EMT133-145.Finishedxls.xls Full Page With All File Links: http://people.highline.edu/mgirvin/excelisfun.htm See how to work

From playlist Excel INDEX & MATCH Function Formula videos

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Build a Validation Set With TensorFlow's Keras API

In this episode, we'll demonstrate how to use TensorFlow's Keras API to create a validation set on-the-fly during training. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:18 Intro to Validation Sets 03:22 Creating a Validation Set 07:22

From playlist TensorFlow - Python Deep Learning Neural Network API

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Lecture 13 - Validation

Validation - Taking a peek out of sample. Model selection and data contamination. Cross validation. Lecture 13 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App - https://itunes.apple.com/us/course/machine-learn

From playlist Machine Learning Course - CS 156

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Train, Test, & Validation Sets explained

In this video, we explain the concept of the different data sets used for training and testing an artificial neural network, including the training set, testing set, and validation set. We also show how to create and specify these data sets in code with Keras. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00

From playlist Deep Learning Fundamentals - Intro to Neural Networks

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Cross Validation

In this video, we learn a hack to increase the size of our training set while still being able to do validation: cross validation. Link to my notes on Introduction to Data Science: https://github.com/knathanieltucker/data-science-foundations Try answering these comprehension questions to

From playlist Introduction to Data Science - Foundations

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Selecting the best model in scikit-learn using cross-validation

In this video, we'll learn about K-fold cross-validation and how it can be used for selecting optimal tuning parameters, choosing between models, and selecting features. We'll compare cross-validation with the train/test split procedure, and we'll also discuss some variations of cross-vali

From playlist Machine learning in Python with scikit-learn

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Cross-Validation In Machine Learning | ML Fundamentals | Machine Learning Tutorial | Edureka

*** Machine Learning Certification Training: https://www.edureka.co/machine-learning-certification-training *** This Edureka Video on 'Cross-Validation In Machine Learning' covers A brief introduction to Cross-Validation with its various types, limitations, and applications. Following are

From playlist Machine Learning Algorithms in Python (With Demo) | Edureka

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Deep Learning Lecture 2.3 - Hyperparameters

Deep Learning Lecture - Estimator Theory 2 - Prediction / Validation / Testing - Hyperparameter Selection

From playlist Deep Learning Lecture

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Lecture 06-01 Advice for applying machine learning

Machine Learning by Andrew Ng [Coursera] 0601 Deciding what to try next 0602 Evaluating a hypothesis 0603 Model selection and training/validation/test sets 0604 Diagnosing bias vs variance 0605 Regularization and bias/variance 0606 Learning curves 0607 Deciding what to try next (revisited

From playlist Machine Learning by Professor Andrew Ng

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Excel Magic Trick 895: Entered Date Must Be Greater or Equal to Any Dates Above Data Validation

Download Excel Start File: https://people.highline.edu/mgirvin/YouTubeExcelIsFun/EMT-890-895.xlsx Download workbook: http://people.highline.edu/mgirvin/ExcelIsFun.htm See how to use Data Validation and a logical TRUE FALSE formula to validate that Entered Dates Must Be Greater or Equal t

From playlist Excel Data Validation

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Statistical Learning: 5.2 K-fold Cross Validation

Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing You are able to take Statistical Learning as an online course on EdX, and you are able to choose a verified path and get a certificate for its completion: https://www.edx.org/course/statistical-learning

From playlist Statistical Learning

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Training, validation, and test data sets