Hard Skills
AdvancedMachine Learning AlgorithmsThe ability to design, implement, and optimize predictive models using supervised, unsupervised, and reinforcement learning techniques.
IntermediatePython ProgrammingProficiency in writing efficient, scalable code using Python and its data science ecosystem including Pandas, NumPy, and Scikit-learn.
AdvancedStatistical ModelingThe application of mathematical models and statistical tests to quantify uncertainty and identify relationships within large datasets.
ExpertDeep Learning FrameworksExpertise in utilizing neural network libraries such as TensorFlow or PyTorch to solve complex problems like image recognition and NLP.