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Mage

The fastest way to build and use AI. Mage is a tool that transforms your data into predictions. Build, train, and deploy predictive models in minutes. No AI experience required.

Location Santa Clara, CA Joined Joined on  Personal website https://www.mage.ai twitter website
How to use Spark and Pandas to prepare big data

How to use Spark and Pandas to prepare big data

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5 min read
A Visualizer for PyTorch Image Transformations

A Visualizer for PyTorch Image Transformations

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2 min read
Explorations in Knowledge Distillation

Explorations in Knowledge Distillation

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7 min read
Model Improvement - Data leakage

Model Improvement - Data leakage

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6 min read
Model evaluation - MAP@K

Model evaluation - MAP@K

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7 min read
Music genre classification part 2

Music genre classification part 2

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11 min read
Using machine learning (ML) to generate the ultimate Taylor Swift playlist

Using machine learning (ML) to generate the ultimate Taylor Swift playlist

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9 min read
Loan prediction

Loan prediction

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9 min read
Youtube's Machine learning (ML) algorithm

Youtube's Machine learning (ML) algorithm

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5 min read
League of Legends rank(ing) guide

League of Legends rank(ing) guide

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16 min read
Music genre classification

Music genre classification

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19 min read
Data Cleaning - Filter

Data Cleaning - Filter

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5 min read
Building your first machine learning model

Building your first machine learning model

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8 min read
Machine learning (ML) applications: customer churn prediction

Machine learning (ML) applications: customer churn prediction

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4 min read
Feature Engineering - Extract column from JSON

Feature Engineering - Extract column from JSON

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5 min read
Feature Engineering - Expand category column

Feature Engineering - Expand category column

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6 min read
Machine learning (ML) applications: ranking

Machine learning (ML) applications: ranking

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5 min read
Feature Engineering - Add with conditional

Feature Engineering - Add with conditional

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6 min read
How does Pinterest use machine learning (ML)?

How does Pinterest use machine learning (ML)?

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4 min read
Data Cleaning - Sort Values

Data Cleaning - Sort Values

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5 min read
Feature Engineering - Min/Max Aggregate

Feature Engineering - Min/Max Aggregate

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4 min read
How is Artificial Intelligence (AI) being used to predict fashion trends?

How is Artificial Intelligence (AI) being used to predict fashion trends?

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5 min read
Model Training - K Fold Cross Validation

Model Training - K Fold Cross Validation

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5 min read
Mage now spreading more AI magic with their General Availability

Mage now spreading more AI magic with their General Availability

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2 min read
How does Starbucks use machine learning (ML)?

How does Starbucks use machine learning (ML)?

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3 min read
How does Airbnb use machine learning (ML)?

How does Airbnb use machine learning (ML)?

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4 min read
How does TikTok use machine learning?

How does TikTok use machine learning?

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4 min read
Teaching AI to Generate New Pokemon

Teaching AI to Generate New Pokemon

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7 min read
How does Spotify use Machine Learning?

How does Spotify use Machine Learning?

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3 min read
Guide to Churn Prediction : Part 5— Graphical analysis

Guide to Churn Prediction : Part 5— Graphical analysis

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7 min read
How did Netflix use ML to become the world’s streaming leader?

How did Netflix use ML to become the world’s streaming leader?

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4 min read
How is AI used for business optimization?

How is AI used for business optimization?

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4 min read
Software as a Story: API

Software as a Story: API

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5 min read
Is the Metaverse the future of technology?

Is the Metaverse the future of technology?

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7 min read
Guide to Churn Prediction : Part 4 — Graphical analysis

Guide to Churn Prediction : Part 4 — Graphical analysis

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6 min read
How is AI being used to fight against cyber attacks?

How is AI being used to fight against cyber attacks?

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3 min read
How is AI used to generate music?

How is AI used to generate music?

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4 min read
How AI is used for mental health therapy

How AI is used for mental health therapy

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8 min read
How is AI being used in space exploration?

How is AI being used in space exploration?

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4 min read
Guide to Model Metrics - Part 1: Matrix performance

Guide to Model Metrics - Part 1: Matrix performance

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4 min read
Guide to Churn Prediction: Part 3 — Descriptive statistical analysis

Guide to Churn Prediction: Part 3 — Descriptive statistical analysis

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6 min read
What is Text Mining, NLP Analysis and the N-gram model?

What is Text Mining, NLP Analysis and the N-gram model?

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7 min read
Guide to model training — Part 6: Save & Load

Guide to model training — Part 6: Save & Load

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4 min read
How does AI impact self-driving cars?

How does AI impact self-driving cars?

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4 min read
Guide to Churn Prediction : Part 1 — Gather & Clean

Guide to Churn Prediction : Part 1 — Gather & Clean

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7 min read
How has COVID accelerated use of AI for mental health?

How has COVID accelerated use of AI for mental health?

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5 min read
10 steps to build and optimize a ML model

10 steps to build and optimize a ML model

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9 min read
How do we integrate responsible AI?

How do we integrate responsible AI?

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5 min read
Guide to model training: Part 5 - Reliable Remarketing

Guide to model training: Part 5 - Reliable Remarketing

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4 min read
Why does AI responsibility matter

Why does AI responsibility matter

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4 min read
Guide to model training: Part 4 — Ditching datetime

Guide to model training: Part 4 — Ditching datetime

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3 min read
Solving Interview Problems with Deep Learning

Solving Interview Problems with Deep Learning

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8 min read
The definitive guide to Accuracy, Precision, and Recall for product developers

The definitive guide to Accuracy, Precision, and Recall for product developers

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6 min read
How is AI used for hiring?

How is AI used for hiring?

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4 min read
How to interpret machine learning models with SHAP values

How to interpret machine learning models with SHAP values

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6 min read
How to build a search engine with word embeddings

How to build a search engine with word embeddings

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7 min read
Guide to model training: Part 3 — Estimating your missing data

Guide to model training: Part 3 — Estimating your missing data

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6 min read
Product developer’s guide to model training: Scaling numerical data

Product developer’s guide to model training: Scaling numerical data

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7 min read
The Future of Programming: Low Code AI Tools

The Future of Programming: Low Code AI Tools

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4 min read
How to write technical design docs

How to write technical design docs

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3 min read
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