Machine Learning Model Evaluation

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ArticleVideo Book What is Machine Learning? Machine Learning is a popular topic in Information Technology in the present day. Machine Learning allows our computer. The post Machine Learning Model Evaluation appeared first on Analytics Vidhya.

Machine Learning Basics For Data Science Enthusiasts

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Overview Introduction to Machine Learning Basics Need of Machine Learning. The post Machine Learning Basics For Data Science Enthusiasts appeared first on Analytics Vidhya. Beginner Career Machine Learning blogathon machine learning Machine Learning basics

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Machine Learning with Python: Logistic Regression

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The post Machine Learning with Python: Logistic Regression appeared first on Analytics Vidhya. Beginner Classification Machine Learning Python Regression Structured Data Supervised blogathon logistic regression

Machine Learning in Microservices

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HIGHLIGHTS The increasing speed of data means the use of machine. The post Machine Learning in Microservices appeared first on Analytics Vidhya. Beginner Machine Learning Use Cases blogathon microservices

Machine Learning for Builders: Tools, Trends, and Truths

Speaker: Rob De Feo, Startup Advocate at Amazon Web Services

Machine learning techniques are being applied to every industry, leveraging an increasing amount of data and ever faster compute. But that doesn’t mean machine learning techniques are a perfect fit for every situation (yet). So how can a startup harness machine learning for its own set of unique problems and solutions, and does it require a warehouse filled with PhDs to pull it off?

Introducing Machine Learning for Spatial Data Analysis

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ArticleVideo Book This article discusses Machine Learning in Geographic Information System GIS, in other words, Machine Learning for spatial data analysis. The post Introducing Machine Learning for Spatial Data Analysis appeared first on Analytics Vidhya.

Steps to Complete a Machine Learning Project

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Introduction This article describes various steps involved in a machine. The post Steps to Complete a Machine Learning Project appeared first on Analytics Vidhya. Beginner Data Science blogathon Machine Learning Lifecycle machine learning process

Machine Learning Model – Serverless Deployment

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Introduction Read this article on machine learning model deployment using serverless deployment. The post Machine Learning Model – Serverless Deployment appeared first on Analytics Vidhya.

The Exciting Future Potential of Machine Learning

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Introduction Machine Learning works on the principles of computer algorithms. The post The Exciting Future Potential of Machine Learning appeared first on Analytics Vidhya. Beginner Career Machine Learning blogathon Machine Learning Future

Automating Machine Learning tasks using EvalML Library

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In today’s AI-driven world, Machine Learning plays a vital role. The post Automating Machine Learning tasks using EvalML Library appeared first on Analytics Vidhya. Advanced Libraries Machine Learning Python Structured Data Supervised blogathon EvalML

Start Machine Learning With Julia: Top Julia Libraries for Machine Learning

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The post Start Machine Learning With Julia: Top Julia Libraries for Machine Learning appeared first on Analytics Vidhya. Beginner Julia Libraries Listicle blogathon julia libraries julia machine learning

Realizing the Benefits of Automated Machine Learning

How are organizations using machine learning and artificial intelligence (AI) to derive business value? Renowned author and professor Tom Davenport explains the rise of automated machine learning, its benefits, and success stories from businesses that are already using it.

Career in Machine Learning and Data Science

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Introduction image source-dreamstime.com Machine Learning and Data Science are. The post Career in Machine Learning and Data Science appeared first on Analytics Vidhya. Beginner Career Machine Learning blogathon machine learning career

Understanding Column Transformer and Machine Learning Pipelines

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Overview Understand Column Transformer Understand Machine learning Pipeline Structure Build. The post Understanding Column Transformer and Machine Learning Pipelines appeared first on Analytics Vidhya.

Data Validation in Machine Learning is imperative, not optional

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Introduction Operationalizing a Machine Learning (ML) model in production needs. The post Data Validation in Machine Learning is imperative, not optional appeared first on Analytics Vidhya. Beginner Machine Learning blogathon Data validatiion ML pipeline

Alternative Tools for Effective Machine Learning

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The post Alternative Tools for Effective Machine Learning appeared first on Analytics Vidhya. Beginner Career Machine Learning Uncategorized blogathon Machine Learning Alternative

Probability Theory Basics in Machine Learning

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Machine Learning is a very interesting branch of Artificial Intelligence. The post Probability Theory Basics in Machine Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

How Banks Are Winning with AI and Automated Machine Learning

Banks have always relied on predictions to make their decisions. Estimating the risks or rewards of making a particular loan, for example, has traditionally fallen under the purview of bankers with deep knowledge of the industry and extensive expertise. But times are changing. Today, banks realize that data science can significantly speed up these decisions with accurate and targeted predictive analytics. By leveraging the power of automated machine learning, banks have the potential to make data-driven decisions for products, services, and operations. Read the white paper, How Banks Are Winning with AI and Automated Machine Learning, to find out more about how banks are tackling their biggest data science challenges.

Distinguish between Tree-Based Machine Learning Algorithms

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Introduction This article aims to distinguish tree-based Machine Learning algorithms. The post Distinguish between Tree-Based Machine Learning Algorithms appeared first on Analytics Vidhya.

A Super Quick Introduction to Machine Learning

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The post A Super Quick Introduction to Machine Learning appeared first on Analytics Vidhya. Career Machine Learning blogathon machine learningArticleVideo Book Introduction.

Train Machine Learning Models Using CPU Multi Cores

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The post Train Machine Learning Models Using CPU Multi Cores appeared first on Analytics Vidhya. Advanced Command Line Machine Learning Python Structured Data blogathon Machine Learning CPU Cores

Evaluating Machine Learning Models using Hyperparameter Tuning

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Overview This paper focuses on evaluating the machine learning models. The post Evaluating Machine Learning Models using Hyperparameter Tuning appeared first on Analytics Vidhya. Beginner Machine Learning blogathon hyperparameter tuning

Using a Machine Learning Data Catalog to Reboot Data Governance

Speaker: David Loshin, President, Knowledge Integrity, Inc, and Sharon Graves, Enterprise Data - BI Tools Evangelist, GoDaddy

Traditional data governance fails to address how data is consumed and how information gets used. As a result, organizations are failing to effectively share and leverage data assets. Join David Loshin and Sharon Graves as they discuss the need to think about data governance with end users in mind, and explore how a machine learning data catalog can help.

Common terminologies used in Machine Learning and Artificial Intelligence

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ArticleVideo Book Introduction In this article, we’ll introduce you to various common terminologies used in the machine learning and artificial intelligence industry. Beginner Career Machine Learning Machine Learning Terminologies

Machine Learning with Python- Gaussian Naive Bayes

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The post Machine Learning with Python- Gaussian Naive Bayes appeared first on Analytics Vidhya. Beginner Classification Machine Learning Statistics blogathon Gaussian Naive Bayes Naive Bayes

Top 8 Hidden Python Packages For Machine Learning in 2021

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The post Top 8 Hidden Python Packages For Machine Learning in 2021 appeared first on Analytics Vidhya. Beginner Libraries Listicle Machine Learning Python blogathon python packagesArticleVideo Book This article was published as a part of the Data Science Blogathon.

Complete Guide on Encoding Numerical Features in Machine Learning

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Introduction In Machine learning projects, we have features that could. The post Complete Guide on Encoding Numerical Features in Machine Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

How Banks Are Winning with AI and Automated Machine Learning

Banks have always relied on predictions to make their decisions. Estimating the risks or rewards of making a particular loan, for example, has traditionally fallen under the purview of bankers with deep knowledge of the industry and extensive expertise. But times are changing. Today, banks realize that data science can significantly speed up these decisions with accurate and targeted predictive analytics. By leveraging the power of automated machine learning, banks have the potential to make data-driven decisions for products, services, and operations. Read the white paper, How Banks Are Winning with AI and Automated Machine Learning, to find out more about how banks are tackling their biggest data science challenges.

Machine Learning in Building Automation

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Introduction When I started learning about machine learning just for. The post Machine Learning in Building Automation appeared first on Analytics Vidhya. Advanced Machine Learning R automation blogathon

Lobe – Perform Machine Learning Without CODE

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Overview Machine learning is an area that is very fascinating. The post Lobe – Perform Machine Learning Without CODE appeared first on Analytics Vidhya. Beginner Image Image Analysis Machine Learning blogathon lobe

The Curse of Dimensionality in Machine Learning!

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The post The Curse of Dimensionality in Machine Learning! Beginner Machine Learning blogathon Curse of Dimensionality dimensionalityArticleVideo Book This article was published as a part of the Data Science Blogathon. What is the curse of dimensionality? Photo by Tim.

Concrete Strength Prediction Using Machine Learning (with Python code)

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The post Concrete Strength Prediction Using Machine Learning (with Python code) appeared first on Analytics Vidhya. Data Exploration Intermediate Machine Learning Python Structured Data Use Cases blogathon machine learning use case machine learning

Intelligent Process Automation: Boosting Bots with AI and Machine Learning

Across all sectors, companies are learning that they can transform their businesses by embracing Intelligent Process Automation, or IPA. With the pairing of AI and RPA, IPA adds a new layer of intelligent decision-making processes to automated RPA tasks. By automating repetitive work, and adding the ability to automate intelligent decision making, intelligent automation frees up your most valuable resources – your employees – to spend more time on higher value and more strategic work. But in order to reap the rewards of Intelligent Process Automation, organizations must first educate themselves and prepare for the adoption of IPA. In our ebook, Intelligent Process Automation: Boosting Bots with AI and Machine Learning.

Security Threats to Machine Learning Systems

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Introduction Machine Learning has become a buzzword in recent times. The post Security Threats to Machine Learning Systems appeared first on Analytics Vidhya. Advanced Cyber Security Machine Learning blogathon Security Threats Machine Learning

A Look at Machine Learning System Design

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The post A Look at Machine Learning System Design appeared first on Analytics Vidhya. Beginner Machine Learning blogathon Machine Learning System DesignArticleVideos This article was published as a part of the Data Science Blogathon.

Must Known Vector Norms in Machine Learning

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The post Must Known Vector Norms in Machine Learning appeared first on Analytics Vidhya. Beginner Machine Learning Maths blogathon vector normsArticleVideo Book This article was published as a part of the Data Science Blogathon.

Everything you need to know about Machine Learning

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The post Everything you need to know about Machine Learning appeared first on Analytics Vidhya. Beginner Machine Learning blogathon machine learning algorithmsArticleVideo Book This article was published as a part of the Data Science Blogathon.

MLOps 101: The Foundation for Your AI Strategy

Machine Learning Operations (MLOps) allows organizations to alleviate many of the issues on the path to AI with ROI by providing a technological backbone for managing the machine learning lifecycle through automation and scalability.

K-Nearest Neighbour: The Distance-Based Machine Learning Algorithm.

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The post K-Nearest Neighbour: The Distance-Based Machine Learning Algorithm. Beginner Classification Machine Learning R Supervised blogathon kNN algorithm Supervised LearningArticleVideo Book This article was published as a part of the Data Science Blogathon.

Spotify: Machine learning to personalize the user experience

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The post Spotify: Machine learning to personalize the user experience appeared first on Analytics Vidhya. Beginner Machine Learning NLP blogathon spotifyArticleVideo Book This article was published as a part of the Data Science Blogathon. What is user engagement?

A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab

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Overview This article focuses on exploring Machine Learning using Pyspark. The post A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab appeared first on Analytics Vidhya.

Why Monitoring Machine Learning Models Matters

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Monitoring machine learning models is crucial for any business that has operating ML models in production. In this post we will discuss the importance of machine learning model monitoring and potential issues that may arise with your model in the production environment.

Humility in AI: Building Trustworthy and Ethical AI Systems

AI is becoming ubiquitous. More and more critical decisions are automated through machine learning models, determining the future of a business or making life-altering decisions for real people. The number of critical touch points is growing exponentially with the adoption of AI. In this ebook, we explore the concept of humility in AI systems and how it can be applied to existing solutions to ensure their trustworthiness, ethicality, and reliability in a fast-changing world.