Singapore AI topics
Python python
R Language r_language
Scala scala
Java java
C++ c_plus_plus
C# c_sharp
Go go_golang
Understand data pre-processing (handling missing data, outliers etc…)
Able to build machine learning models and data pipelines to train and build your models
Able to perform code documentation (Readme, docstrings and requirements.txt)
Able to deploy your models in Docker containers
Able to provision and use cloud computing infrastructure such as Microsoft Azure, Good Cloud or Amazon Web Services
Able to do Linux shell scripting
Able to use at least one of the following database and data processing technologies such as SQL, NoSQL,
Apache Hadoop or Apache Spark
Able to use GitHub/GitLab and perform proper code check-in/out and repository