Causal Model Development Using Machine Learning
Budget: ₹1,500 – ₹12,500 INR
I am in need of a skilled Machine Learning Developer who can help me build a causal model.
I have a specific dataset that I would like to use for building the model. This dataset is of moderate complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between these variables.
Key Responsibilities:
- Utilize the provided dataset to develop a causal model
- Ensure that the model is capable of effectively illustrating relationships between variables
- Optimize the model for performance
Ideal Candidate:
- Proficient in Machine Learning and Python
- Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques
- Strong analytical and problem-solving skills
- Ability to work with moderate to complex datasets
- Strong understanding of relationship modeling in data science
I have a specific dataset that I would like to use for building the model. This dataset is of moderate complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between these variables.
Key Responsibilities:
- Utilize the provided dataset to develop a causal model
- Ensure that the model is capable of effectively illustrating relationships between variables
- Optimize the model for performance
Ideal Candidate:
- Proficient in Machine Learning and Python
- Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques
- Strong analytical and problem-solving skills
- Ability to work with moderate to complex datasets
- Strong understanding of relationship modeling in data science