Online Data Science and Machine Learning, Vector, Data Collection, Central Limit Theorem, Data cleaning tutor - Noida, India - TeacherOn

Description

I am a parent and looking for an experienced online faculty who can teach Data Science and Machine learning to a graduate student.

• Introduction to Data Science and methodology.

• Image Analysis in Medical Diagnosis (with support vector machines)

• 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.

• Probability
• Axioms of Probability
• Three Conceptual Approaches to Probability
• The Additive Law of Probability
• Conditional Probability
• 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