Hello guys, if you are preparing for Dataiku certification in 2022 and looking for guidance then you have come to the right place. In the recent past, I have cleared all the Dataiku certifications (all the 5 they offered) and think can guide you well in the topics you need to master to not just get those certificates but to become a good craftsman in data science and Machine Learning.
Dataiku is one of the most in-demand and future-prone Saas OFFERINGS we are currently having in the market. It contains recipes for doing data ingestion, federated SQL query execution, running complex data engineering pipelines, streamlining your machine learning infrastructures, and also deploy and monitoring your model in production. So basically it centralized your whole ML/AI/DE pipelines and can log the versions, get you all sort of activity lists that is going on with that project, and not only that it gives you custom-developed steps built by someone else, to use in form of plug-ins.
This is one of the most futuristic certificates to have in your bucket, similar to TensorFlow developer or Alteryx certifications, once you pass this exam, you will have sufficient knowledge and skills to propose Data Science/Machine Learning based solution, which is a very in-demand skill. Mind it, this Saas is not just a framework for ML application but a production house of data science / Machine learning Projects.
After clearing the certifications you will be given a certificate like this.
Every Company right now is focused on Data. Most of the companies even changed their field of work also. Earlier, they were dealing with something else, but now they are dealing with data.
In the coming years, data science will be the most precious asset for a company. Therefore if you are looking forward to being an Enterprise level Data science professional, you are going to have a bright professional future.
Here I am sharing the details of the most essential 3 certificates.
Remember the attempt to get the certificates are unlimited so yeah boy you got this.
Core Designer Certificate
For this certificate, you have to enroll in the core designer learning path. This path contains a very basic level of Dataiku platform usage. Mostly deal with the UI and stuff. This is your Ist step towards Dataiku as a Tool.
the outcome of this path is given below:
- Comfortably build simple workflows within DSS with the visual tools
- Perform simple data preparation steps
- Perform quick experimentation in the Lab
- Share your results via charts and dashboards
- Learn best practices through the design of a DSS project — without the ML part
- Understand the core concepts of DSS (project, flow, datasets ..)
ML Practitioner Certificate
For this certificate, you have to enroll in the ML Practitioner learning path. This path contains a very basic level of Dataiku platform usage in the case of machine learning. Mostly deal with the UI and stuff of the ML part. This is your Ist step towards Dataiku as a Tool to implement ML.
the outcome of this path is given below:
- Create, evaluate and tune ML Models with DSS Visual ML tool
- Deploy your model from Lab to Flow and apply it
- Understand and explain your model with Responsible AI tools
- Understand basics of Model Lifecycle Management
- Analyze your data with the Interactive Stats tool
Advance Designer Certificate
For this certificate, you have to enroll in the Advance Designer learning path. This path contains a very advanced level of Dataiku platform usage. Mostly deal with the UI and stuff. It contains training regarding complicating Dataiku recipes and SQL operations like a window, join, group by, Top N, etc.
the outcome of this path is given below:
- Create advanced data pipelines
- Optimize your flow with variables, partitions and reusable items
- Automate your data pipelines with the scenarios and implement rules with the metrics and checks
- Learn about DSS extensibility with the plugins
There are also MLops and developer certificates but they will be required if only you want to work with Dataiku which is really the case so not including those.
Hit the clap if you find something helpful in the post.
