Online Data Science and Machine Learning, Vector, Data Collection, Central Limit Theorem, Data cleaning tutor

4 weeks ago


Noida, India TeacherOn.com Part time
I am a parent and looking for an experienced online faculty who can teach Data Science and Machine learning to a graduate student. Topics are: * Introduction to Data Science and methodology. * full data work-flow * Image Analysis in Medical Diagnosis (with support vector machines) example - AI - Powered healthcare apps, e-commerce * Six steps of data science (in detail) - problem definition, data collection, data cleaning and preprocessing, data exploration and analysis, model building and machine learning, communication and visualizing. S TAT10 16 Data Science 101 - STAT1018 Foundations of Data Science 1. Probability 2. Axioms of Probability 3. Three Conceptual Approaches to Probability 4. The Additive Law of Probability 5. Conditional Probability 6. The Multiplicative Law of Probability * Conditional Probability & Bayes Theorem * Normal Distribution and the Central Limit Theorem * Hypothesis Testing * Statistical Inference & Interval Estimation * Regression and Prediction

Level: Bachelors/Undergraduate

Gender Preference: None

Meeting options:
Available online - via skype etc.

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