Newt TanWeb-Based Attacks ClassificationHave you thought about distinguishing between different types of web-based attacks? Imaging during intrusion detection work, the attacks…5 min read·Jun 21, 2022----
Newt TanWhat elements make difference in classification problemsIn a classification project, when the prediction result is not what you desired, like the accuracy for trained model or the final…5 min read·Mar 16, 2022----
Newt TanEverything about the Normalization in Feature Engineering — part 2https://cdn.analyticsvidhya.com/wp-content/uploads/2020/05/Importance-Of-Feature-Engineering-In-DataHack-Competitions.jpg2 min read·Dec 17, 2021----
Newt TanEverything about the Normalization in Feature Engineering — part 1Have you ever confused about how and when to use the normalization in either industrial product or research environment?3 min read·Dec 5, 2021----
Newt TanOnline Machine Learning: Integrate user’s feedbackWhen we come up with a machine learning model, especially when we apply it or them to a product, the problem of how to make sure its update…4 min read·Aug 10, 2021----
Newt TanFuzz Match with tokens or spansThere are always a lot of stuff happening in NLP. Especially in the industrial world.3 min read·Nov 22, 2020----
Newt TanAirflow Dynamic Generation for TasksDuring the project at the company, I met a problem how to dynamically generate the tasks in a dag and how to build a connection with…5 min read·Jun 21, 2020----
Newt TanFinding The Most Important Sentences Using TF-IDF by PythonNormally, the TF-IDF is used on words while not sentences. This realization is part of my college research project in fact.1 min read·Apr 29, 2020----
Newt TanCuckoo ConfigurationThis is the article about how to download and deploy the cuckoo for malware analysis. It took me around two months to figure it out(only…4 min read·Dec 14, 2019----
Newt TanApache Airflow Installation based on Postgresql databaseIf you want to use the CeleryExecutor, which is one of the ways you can scale out the number of workers, you need to setup a Celery…4 min read·Dec 12, 2019--4--4