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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Supervised and Unsupervised Learning

Supervised and Unsupervised Learning

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3 min read
Identifying Colours in Images using Python and OpenCV

Identifying Colours in Images using Python and OpenCV

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4 min read
How Neural Networks Work

How Neural Networks Work

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4 min read
How I learnt from Machine Learning Flashcards

How I learnt from Machine Learning Flashcards

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2 min read
How to ML - Deploying

How to ML - Deploying

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2 min read
What is Machine Learning?

What is Machine Learning?

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4 min read
3 Image Processing Techniques For Building Enterprise Level 1D & 2D Barcode Scanning Software

3 Image Processing Techniques For Building Enterprise Level 1D & 2D Barcode Scanning Software

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5 min read
Embedded COVID mask detection on an Arm Cortex-M7 processor using PyTorch

Embedded COVID mask detection on an Arm Cortex-M7 processor using PyTorch

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4 min read
First step of statistical analysis

First step of statistical analysis

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2 min read
Forward hooks in PyTorch

Forward hooks in PyTorch

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2 min read
6 Ways to Improve eCommerce Services with Machine Learning

6 Ways to Improve eCommerce Services with Machine Learning

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2 min read
Machine Learning Models

Machine Learning Models

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2 min read
Password Creator GUI using PyCharm

Password Creator GUI using PyCharm

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2 min read
The Art of Hyperparameter Tuning in Deep Neural Nets by Example🎨

The Art of Hyperparameter Tuning in Deep Neural Nets by Example🎨

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11 min read
Linear Regression

Linear Regression

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6 min read
CatBoost and Water Pumps

CatBoost and Water Pumps

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8 min read
Computer Vision in a Nutshell

Computer Vision in a Nutshell

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4 min read
Brief Introduction to Machine Learning for Beginners

Brief Introduction to Machine Learning for Beginners

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2 min read
Naive Bayes Algorithm for Beginners

Naive Bayes Algorithm for Beginners

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6 min read
Content-Based recommendations using sentence embeddings and Elasticsearch.

Content-Based recommendations using sentence embeddings and Elasticsearch.

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2 min read
Dimensionality Reduction: Generalized Discriminant Analysis

Dimensionality Reduction: Generalized Discriminant Analysis

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2 min read
Dimensionality Reduction: Linear Discriminant Analysis

Dimensionality Reduction: Linear Discriminant Analysis

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3 min read
Dimensionality Reduction: Principal Component Analysis

Dimensionality Reduction: Principal Component Analysis

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6 min read
Text Analytics: Text Classification

Text Analytics: Text Classification

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6 min read
Handle contractions in text preprocessing - NLP

Handle contractions in text preprocessing - NLP

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3 min read
The Best 5 + 1 Podcasts for ML Learners and Practitioners

The Best 5 + 1 Podcasts for ML Learners and Practitioners

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5 min read
Train and evaluate regression models - Part 1

Train and evaluate regression models - Part 1

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5 min read
Anomaly Detection For IoT Using Open Distro For ElasticSearch

Anomaly Detection For IoT Using Open Distro For ElasticSearch

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6 min read
Machine Learning Log 9: Decision trees and mushrooms

Machine Learning Log 9: Decision trees and mushrooms

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7 min read
We are building a new machine learning competition platform. Here is why.

We are building a new machine learning competition platform. Here is why.

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3 min read
Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

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2 min read
Transfer Learning with MobileNet-v2

Transfer Learning with MobileNet-v2

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2 min read
Data Science in 5 Minutes: What is One Hot Encoding?

Data Science in 5 Minutes: What is One Hot Encoding?

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7 min read
Machine Learning Log 8: an intuitive overview of gradient descent

Machine Learning Log 8: an intuitive overview of gradient descent

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6 min read
Text Analytics: Topic Modeling

Text Analytics: Topic Modeling

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5 min read
Text Analytics: Text Visualization

Text Analytics: Text Visualization

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6 min read
Text Analytics: Wrangling Text

Text Analytics: Wrangling Text

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5 min read
Detecting a Car is TESLA or NOT using Deep Learning with Fast.AI

Detecting a Car is TESLA or NOT using Deep Learning with Fast.AI

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6 min read
Cross-Validation for Time Series

Cross-Validation for Time Series

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2 min read
Pipelines in ML: A guide to developing good workflows

Pipelines in ML: A guide to developing good workflows

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8 min read
Data Manipulation in Python using Pandas

Data Manipulation in Python using Pandas

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3 min read
best-of-ml-python: A ranked list of awesome machine learning Python libraries

best-of-ml-python: A ranked list of awesome machine learning Python libraries

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1 min read
Running (ML) in the 90's

Running (ML) in the 90's

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5 min read
A Simple Introduction to OpenCV With Real-World Business Examples

A Simple Introduction to OpenCV With Real-World Business Examples

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4 min read
3D Brain Segmentation with UNET (BraTS19)

3D Brain Segmentation with UNET (BraTS19)

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11 min read
How to start a machine learning project with an external AI company – a practical guide

How to start a machine learning project with an external AI company – a practical guide

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6 min read
Exposing Tensorflow Serving’s gRPC Endpoints on Amazon EKS

Exposing Tensorflow Serving’s gRPC Endpoints on Amazon EKS

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9 min read
Check the Mood of a Slack Channel using Machine Learning

Check the Mood of a Slack Channel using Machine Learning

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12 min read
Compiling Python from source, for fun and frustration

Compiling Python from source, for fun and frustration

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6 min read
Receipt Data Extraction with OCR, Regex and AI

Receipt Data Extraction with OCR, Regex and AI

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11 min read
Deep Neural Network (DNN) in a Brief

Deep Neural Network (DNN) in a Brief

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2 min read
Spark MLlib for Big data and Machine learning

Spark MLlib for Big data and Machine learning

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4 min read
Linear Regression: First Step towards Machine Learning

Linear Regression: First Step towards Machine Learning

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2 min read
Some AI-based websites

Some AI-based websites

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3 min read
Open Source Project

Open Source Project

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1 min read
Neural Style Transfer Using PyTorch

Neural Style Transfer Using PyTorch

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7 min read
Natural Language Processing 101

Natural Language Processing 101

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4 min read
CUDA, CuDNN, and Tensorflow installation on windows and Linux.

CUDA, CuDNN, and Tensorflow installation on windows and Linux.

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2 min read
Gas Field Production Project. Part 1

Gas Field Production Project. Part 1

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1 min read
Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

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4 min read
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