Tag: Machine learning

Artificial intelligence (ai)

Deep Learning: Generative Adversarial Networks, Enabling Machines to achieve “Self-growth” in Games

December 7, 2023

by Nicole Jones

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The progress of deep neural network in discriminant model field is much faster than that in generative model field, the main reason is that compared...

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What’s the difference between machine learning and deep learning, and why are more people choosing machine learning

December 7, 2023

by Samantha Edwards

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What is the difference between machine learning and deep learning? Let's find out from this article. In this article, we compare deep learning with machine...

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Artificial intelligence (ai)

Classification model evaluation index of SKLearn (III) : accuracy rate, recall rate, F value

December 7, 2023

by Arnav Mane

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Intuitively speaking, the accuracy rate refers to the ability of the classifier not to mark negative samples as positive samples, and the recall rate refers...

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Recommend a list of machine learning books from beginner to advanced

December 7, 2023

by Nicholas Blake

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Machine Learning in Action: Machine Learning in Action: Machine Learning in Action: Machine Learning In Action: Machine Learning System Design: Spark Machine Learning in Action:...

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Artificial intelligence (ai)

Naive Bayes model and Python implementation

December 7, 2023

by Kerry Rees

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Naive Bayes method is a classification method based on Bayes theorem and independent assumption of feature conditions. In the prediction, y with the maximum posteriori...

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Artificial intelligence (ai)

Machine learning assignment 2 — Logistic Regression

December 7, 2023

by Anika Gill

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1. Introduction This task is mainly to classify data sets in ex2data1. TXT and ex2data2.txt by logistic regression. The ex2data1.txt contains the students' historical scores...

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Artificial intelligence (ai)

Li Hongyi machine learning support vector machine SVM

December 7, 2023

by Evan Flowers

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Support vector machine involves too much mathematical derivation, which makes it one of the best classification models, but also makes it more difficult to explain,...

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Artificial intelligence (ai)

The practice of learning rate regulation in deep learning

December 7, 2023

by Courtney Wilson

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The author | LukeNewman compile | source of vitamin k | TowardsDataScience multilayer perceptron multilayer perceptron (MLP) consists of an input layer, one or more...

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[Machine learning reading notes] – Regression model

December 6, 2023

by Jeffery Pineda

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1. Linear Regression dependent variables are continuous, and independent variables can be continuous or discrete. Regression is linear in nature. Linear regression establishes the relationship...

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Python case combat, machine learning algorithm to achieve spam recognition

December 6, 2023

by Lorraine Skinner

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A simple machine learning algorithm is used to recognize spam. Development tools **Python version: **3.6.4 Related modules: scikit-learn module; Jieba module; Numpy module;

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Artificial intelligence (ai)

To name two: How to properly build a personal machine learning project set

December 6, 2023

by Parinaaz Tailor

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From Towards Data Science by Edouard Harris, Heart of the Machine. I'm a physicist working at YC Startup. Our mission is to help fresh graduates...

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Artificial intelligence (ai)

Introduction to machine learning: multivariable linear regression

December 6, 2023

by Kanav Sen

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To give you a brief introduction to multivariable linear regression, plus two general tips for dealing with gradient descent. This article is shared from huawei...

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Artificial intelligence (ai)

Linear Algebra (22) : Definitions and Properties of linear Spaces

December 6, 2023

by Donald Coleman

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Definition 1: Linear space Let $V$be a non-empty set, $\mathbb{R}$be a real number field if for any

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Artificial intelligence (ai)

How can computers recognize images efficiently?

December 6, 2023

by Amani Chander

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Today, I can type "beach" into GooglePhotos and see all the beaches I've been to over time. I don't manage my photos and tag them....

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A gentle guide to machine learning

December 6, 2023

by 李冠廷

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In this article, Machine learning and NLP expert Raul Garreta, co-founder and CEO of MonkeyLearn, Outlines important concepts, applications, and challenges in using machine learning...

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Artificial intelligence (ai)

Study Note CB008: Word sense disambiguation, supervised, unsupervised, semantic role tagging, information retrieval, TF-IDF, implicit semantic indexing model

December 6, 2023

by Ishaan Vyas

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Word sense disambiguation, the basis of sentence and text semantic understanding, must be solved. Languages have a large number of words with multiple meanings. Word...

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Artificial intelligence (ai)

Machine learning (1) Univariate linear regression

December 6, 2023

by Tiffany Blake

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Notes of Andrew Ng’s Machine Learning Linear Regression with One Variable Model Representation Notat

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Artificial intelligence (ai)

May 26, 21 Good future machine learning algorithm engineer summer internship interview question 2

December 6, 2023

by Joyce Khan

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This is the 14th day of my participation in the November Gwen Challenge, the activity details check: 2021 Last Gwen Challenge Today picked 2 good...

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Introduction to xiaobai: Training and deployment of picture classification model in Aliyunyun development platform

December 6, 2023

by Aaron Cox

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Use your Mac to train and deploy a picture classification model. What if you don't have a Mac? You can experience machine learning without a...

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Artificial intelligence (ai)

Construction of intelligent chatbot using Botkit and Rasa NLU

December 6, 2023

by Dr. Guy Harrison

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Every day we hear about the launch of new robots capable of travel, social, legal, support, sales and more. The last time I checked, Facebook...

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Artificial intelligence (ai)

I solve AI’s problems, not AI solves mine

December 6, 2023

by Katy Foster

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In 2016, AlphaGo, a go robot developed by Google's DeepMind team, beat a top human player for the first time, thanks to artificial intelligence techniques...

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The code of life

How to become a Top DevOps Engineer

December 6, 2023

by Lance Rivas

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If you are not familiar with the concept of Devops, it is ok to jump to Wikipedia and read the Devops article. With that vague...

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“The Father of Keras”, a software engineer’s growth checklist

December 6, 2023

by Rebecca Wood

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Francois Chollet, the creator of Keras, recently shared his personal list of reminders on his blog, "Old drivers to save us from detours." Code is...

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Artificial intelligence (ai)

Ng Machine Learning -10- Anomaly Detection

December 6, 2023

by 金雅芳

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This week mainly explains the anomaly detection problem in machine learning, mainly including: problem generation Gaussian distribution algorithm usage scenario eight unsupervised anomaly detection technology...

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Artificial intelligence (ai)

Introduction to Machine Learning 1 — Linear regression

December 6, 2023

by 李雅玲

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Machine learning has become more and more popular, and is gradually being applied to all kinds of industries. How do you learn machine learning as...

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Artificial intelligence (ai)

Gradient descent Optimization Algorithm (I)

December 6, 2023

by Christina Gutierrez

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Those familiar with machine learning and deep learning have probably heard the saying, machine learning = model + strategy + algorithm. In fact, I have...

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Artificial intelligence (ai)

Understanding NP problems

December 6, 2023

by Sandra Priest

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NP problem In computational complexity theory, NP (Nondeterministic Polynomial Time) is a kind of complexity class used to classify the deterministic problem. For a set...

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Artificial intelligence (ai)

Ng machine learning-2-gradient descent and Normal Equations

December 6, 2023

by Mary Prentice

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This article is the essence of the second week of Ng machine Learning video summary, involving the main knowledge points: gradient descent and normal equations....

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