netsatsawat
Builder, ASEAN market Generative AI Ambassador, Head of data science, insights to outcome
AWSBangkok, Thailand
Pinned Repositories
Adaptive-Filter-NLMS-Introduction
Introduction of adaptive filter using python
close-form-and-gradient-descent-regression-explained
This repository demonstrated the implementation of closed form and gradient descent techniques to solve regression problem in Python
fraud-detection-using-aws-cloud
This repository outlines various solutions using AWS Cloud's AIML services to detect fraud faster.
generative-ai
This repository composes of building generative AI on AWS Cloud
HR-Analytics
This repository demonstrates how data science can help to identify the employee attrition which is part of Human Resource Management
Introduction_to_ANN_tensorflow
This repository demonstrates the basic implementation of three main types of ANN using tensorflow on Python
Malaria-Detection
Repository to demonstrate the use of transfer learning with TFHub
markov_and_hidden_markov_model
The repository demonstrates the introduction for Markov chain and HMM for Quantitative Finance
sagemaker-bring-your-own-model
This repository outlined how to deploy your trained model (bring your own model) to deploy on Amazon SageMaker
tutorial_fft_seasonality_detection
The quick tutorial for using FFT function to detect the seasonality in time series data
netsatsawat's Repositories
netsatsawat/HR-Analytics
This repository demonstrates how data science can help to identify the employee attrition which is part of Human Resource Management
netsatsawat/tutorial_fft_seasonality_detection
The quick tutorial for using FFT function to detect the seasonality in time series data
netsatsawat/markov_and_hidden_markov_model
The repository demonstrates the introduction for Markov chain and HMM for Quantitative Finance
netsatsawat/Adaptive-Filter-NLMS-Introduction
Introduction of adaptive filter using python
netsatsawat/Introduction_to_ANN_tensorflow
This repository demonstrates the basic implementation of three main types of ANN using tensorflow on Python
netsatsawat/Malaria-Detection
Repository to demonstrate the use of transfer learning with TFHub
netsatsawat/fraud-detection-using-aws-cloud
This repository outlines various solutions using AWS Cloud's AIML services to detect fraud faster.
netsatsawat/Kuzushiji-Classification
Repository for demonstrating how deep learning helps to identify and classify the Kuzushiji characters
netsatsawat/model-interpretation
Method and walkthrough on the method to help explaining and interpreting the machine learning algorithm using the churn banking dataset
netsatsawat/close-form-and-gradient-descent-regression-explained
This repository demonstrated the implementation of closed form and gradient descent techniques to solve regression problem in Python
netsatsawat/Fraud-detection
PaySim simulates mobile money transactions based on a sample of real transactions extracted from one month of financial logs from a mobile money service implemented in an African country.
netsatsawat/generative-ai
This repository composes of building generative AI on AWS Cloud
netsatsawat/sagemaker-bring-your-own-model
This repository outlined how to deploy your trained model (bring your own model) to deploy on Amazon SageMaker
netsatsawat/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
netsatsawat/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
netsatsawat/Default-Credit-Card
Predict the credit score for credit card clients in Taiwan from April 2005 to September 2005
netsatsawat/facebook-ad-api
Demo of facebook ad api
netsatsawat/gai-bootcamp
L300 Generative Bootcamp labs
netsatsawat/Grab-AI-SEA
This repository is for Grab AI challenge for S.E.A. The chosen challenge is Safety.
netsatsawat/introduction-to-mlops-on-amazon-sagemaker
This repository outlined how to implement MLOps practice on AWS Cloud using Amazon SageMaker.
netsatsawat/InvestingCrawler
The intention of this project is to scrape the commodity or other asset data from investing.com, which utilizes Python to get date, price (open, close), volume, and movement (change in %).
netsatsawat/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
netsatsawat/Jigsaw-Toxicity-Comment
This repository utilizes the Jigsaw comment data to analyze, visualize, and classify the toxic comments
netsatsawat/machine-learning
Content for Udacity's Machine Learning curriculum
netsatsawat/MNIST-Digit-Recognition
netsatsawat/Mushroom-classifier
This repository quickly demonstrates the usage of varSelRF to classify the "edible" mushroom
netsatsawat/netsatsawat.github.io
netsatsawat/tutorial_KmeansClustering
Tutorial on finding the optimal number of clusters of K-Means clustering
netsatsawat/ud120-projects
Starter project code for students taking Udacity ud120
netsatsawat/Zoo-Animal-Classification
Predict the class of the animals using SVM in R