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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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NumPy - Python for Data Science

NumPy - Python for Data Science

6
Comments
38 min read
Let's Save A Life with AI 🤖

Let's Save A Life with AI 🤖

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Comments 4
20 min read
Deploying GFPGAN to AWS using Docker and Fargate

Deploying GFPGAN to AWS using Docker and Fargate

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Comments 8
7 min read
Data Engineering in Julia

Data Engineering in Julia

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Comments 1
1 min read
Topic modelling with Gensim and SpaCy on startup news

Topic modelling with Gensim and SpaCy on startup news

7
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6 min read
Simple Face Classification Problem using Python

Simple Face Classification Problem using Python

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5 min read
Amazon Machine Learning: Amazon SageMaker 🔥

Amazon Machine Learning: Amazon SageMaker 🔥

5
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2 min read
How to Build a Machine Learning Demo in 2022

How to Build a Machine Learning Demo in 2022

6
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13 min read
How to apply the AWS Community Builder Program

How to apply the AWS Community Builder Program

5
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2 min read
Design Patterns for Resilient Serving - Stateless Serving Function

Design Patterns for Resilient Serving - Stateless Serving Function

8
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2 min read
How to sort a list in Python

How to sort a list in Python

4
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1 min read
How AI is used for mental health therapy

How AI is used for mental health therapy

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Comments 4
8 min read
How to Avoid CIDR Conflicts in AWS Sagemaker Notebooks

How to Avoid CIDR Conflicts in AWS Sagemaker Notebooks

6
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5 min read
Model Training Patterns - Hyperparameter Tuning

Model Training Patterns - Hyperparameter Tuning

6
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3 min read
Guide to Model Metrics - Part 1: Matrix performance

Guide to Model Metrics - Part 1: Matrix performance

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Comments 1
4 min read
Jupyter Notebook 101: Everything You Need To Know

Jupyter Notebook 101: Everything You Need To Know

5
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3 min read
Is AI responsible for the stock market volatility?

Is AI responsible for the stock market volatility?

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1 min read
What is Feature Engineering?

What is Feature Engineering?

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3 min read
Building a Responsible AI Solution - Principles into Practice

Building a Responsible AI Solution - Principles into Practice

2
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10 min read
Churn Prediction With BigQueryML to Increase Mobile Game Revenue

Churn Prediction With BigQueryML to Increase Mobile Game Revenue

3
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5 min read
Try AnimeGANv2 with PyTorch on Google Colab

Try AnimeGANv2 with PyTorch on Google Colab

12
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2 min read
Sampling Bias and how to fix it?

Sampling Bias and how to fix it?

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4 min read
Machine Learning and Artificial Intelligence

Machine Learning and Artificial Intelligence

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9 min read
The top MLOps repositories (according to GitHub)

The top MLOps repositories (according to GitHub)

9
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1 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
Deep Learning Library From Scratch 3: More optimisers

Deep Learning Library From Scratch 3: More optimisers

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6 min read
How to Make a Rule based Chatbot in Python using Flask

How to Make a Rule based Chatbot in Python using Flask

5
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2 min read
Introducting myself and my blogging website Learn it!

Introducting myself and my blogging website Learn it!

3
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1 min read
AWS - NLP Newsletter December 2021

AWS - NLP Newsletter December 2021

8
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8 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
A run-through on Random Forest in Machine learning

A run-through on Random Forest in Machine learning

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8 min read
What is AI, Machine Learning, Deep Learning, and Data Science?

What is AI, Machine Learning, Deep Learning, and Data Science?

4
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3 min read
SPOTLIGHT: A GENTLE INTRODUCTION TO MACHINE LEARNING CONCEPTS IN PYTHON

SPOTLIGHT: A GENTLE INTRODUCTION TO MACHINE LEARNING CONCEPTS IN PYTHON

5
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5 min read
Observe differences in the behavior of recommendation models using RecBole

Observe differences in the behavior of recommendation models using RecBole

8
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15 min read
Guide to model training — Part 6: Save & Load

Guide to model training — Part 6: Save & Load

13
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4 min read
Content-based Recommender System with Python

Content-based Recommender System with Python

8
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6 min read
Tensorflow.js for beginners - image classification

Tensorflow.js for beginners - image classification

8
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5 min read
Good practices for neural network training: identify, save, and document best models

Good practices for neural network training: identify, save, and document best models

7
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8 min read
MATHEMATICS FOR MACHINE LEARNING - Part 1

MATHEMATICS FOR MACHINE LEARNING - Part 1

5
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8 min read
MLOps journey with AWS - part 2 (Visibility is job zero)

MLOps journey with AWS - part 2 (Visibility is job zero)

13
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9 min read
Responsible AI- A bird eye view (Part-1)

Responsible AI- A bird eye view (Part-1)

3
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3 min read
The most underrated feature of the Julia Programming Language , the package manager

The most underrated feature of the Julia Programming Language , the package manager

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Comments 1
1 min read
What Is A DAO?

What Is A DAO?

3
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3 min read
Jupyter Notebook v/s Google Colab

Jupyter Notebook v/s Google Colab

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2 min read
Deep Learning Library From Scratch 2: Backpropagation

Deep Learning Library From Scratch 2: Backpropagation

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8 min read
Developing web-based real-time video/audio processing apps quickly with Streamlit

Developing web-based real-time video/audio processing apps quickly with Streamlit

14
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12 min read
NumPy (Part 1)

NumPy (Part 1)

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2 min read
Model Training Patterns - Distribution Strategy

Model Training Patterns - Distribution Strategy

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3 min read
Artificial Intelligence and AWS

Artificial Intelligence and AWS

3
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4 min read
Introduction to AWS Sagemaker

Introduction to AWS Sagemaker

3
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2 min read
Rapid Prototyping a GPT-3 App with Flask and PropelAuth

Rapid Prototyping a GPT-3 App with Flask and PropelAuth

7
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12 min read
How to program a chatbot that reads all your website and answers questions based on its content

How to program a chatbot that reads all your website and answers questions based on its content

6
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5 min read
Top Machine Learning Conferences for 2022

Top Machine Learning Conferences for 2022

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4 min read
Tensorflow Lyrics Generation

Tensorflow Lyrics Generation

11
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9 min read
Stay consistent with learning ML

Stay consistent with learning ML

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4 min read
Private AI: Machine Learning on Encrypted Data

Private AI: Machine Learning on Encrypted Data

4
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4 min read
Writing Your Very First Neural Network in JavaScript

Writing Your Very First Neural Network in JavaScript

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8 min read
ML.NET and the magic of Model Builder using the ASL alphabet

ML.NET and the magic of Model Builder using the ASL alphabet

5
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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
Time series analysis of Bitcoin price in Python with fbprophet ?!

Time series analysis of Bitcoin price in Python with fbprophet ?!

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4 min read
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