Probability and Statistics
Focus on the concepts of probability and statistics, enhancing problem-solving through statistical tools and probability calculations.
Learning Objectives
Utilize probability and statistics to solve complex problems.
Topics
Basic Probability
Review and apply the basic principles of probability.
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Conditional Probability
Understand and calculate conditional probabilities.
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Bayes' Theorem
Master Bayes' theorem and its applications in probability.
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Random Variables
Explore the concept of random variables and their distributions.
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Probability Distributions
Study various probability distributions and their properties.
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Expectation and Variance
Calculate expectation and variance for random variables.
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Binomial and Poisson Distributions
Understand and apply binomial and Poisson distributions.
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Normal Distribution
Explore the normal distribution and its applications.
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Correlation and Regression
Analyze relationships using correlation and regression techniques.
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Hypothesis Testing
Understand hypothesis testing and its applications in statistics.
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Realtime audio conversation for interactive session.
Interactive realtime chat session.
Live whiteboard explanation and collaboration.
Real-time wide variety of examples.
Continuous assessment and feedback.
Progress monitoring and record progress journey.
Broadcast session with larger audience for free.
Attend audience queries and provide responses.