Search result for Probability distributions Online Courses & Certifications
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Foundations of Data Science
by Dinesh Kumar- 0.0
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7 Weeks
In this course we will start with basic concepts in probability such as joint and conditional probabilities. Describe the role of probability theory, optimization and linear algebra in the field of Artificial Intelligence. Define probability distributions such as binomial and normal and its applications in ML model development....
$149
Data Analysis for Business and Finance
by Saurav Singla- 4
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4.5 hours on-demand video
Probability: Essentials and Conditional Probability Distinguish and work with different types of Probability Distributions (advance level distributions covered extensively)...
$9.99
Company Valuation using a Monte Carlo Simulation
by Marcel Illgen- 4.6
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3.5 hours on-demand video
In addition you will be able to perform Monte Carlo simulations with different probability distributions in Excel for any topic....
$12.99
Machine Learning Algorithms: Supervised Learning Tip to Tail
by Anna Koop- 4.7
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Approx. 9 hours to complete
You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode)....
Bayesian Statistics: From Concept to Data Analysis
by Herbert Lee- 4.6
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Approx. 12 hours to complete
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. Probability and Bayes' Theorem 1 Classical and frequentist probability 2 Bayesian probability and coherence 1 Conditional probability 1 Bernoulli and binomial distributions 3 Exponential and normal distributions 1 Priors and prior predictive distributions...
Financial Management Risk and Return For Securities
by Sana Nazir- 3.9
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1.5 hours on-demand video
Learn the concepts for the essence of Finance that are risk and return for stocks and also practice them on Excel. This course is about the essence of Financial Management that is Risk and Return of Securities/Stocks. This course includes mainly 8 sections and 19 lectures. The important concepts taught in the course are highlighted below....
$9.99
Probability - The Science of Uncertainty and Data
by John Tsitsiklis , Dimitri Bertsekas , Patrick Jaillet , Karene Chu- 0.0
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16 Weeks
The contents of this courseare heavily based upon the corresponding MIT class -- Introduction to Probability -- a course that has been offered and continuously refined over more than 50 years. It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research....
$300
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Introduction to Computational Thinking and Data Science
by John Guttag , Eric Grimson , Ana Bell- 0.0
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9 Weeks
Probability, Distributions...
$75
Introduction to Trading, Machine Learning & GCP
by Jack Farmer , Ram Seshadri- 4
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Approx. 9 hours to complete
In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative trading strategies. By the end of the course, you will be able to use Google Cloud Platform to build basic machine learning models in Jupyter Notebooks....
Using Machine Learning in Trading and Finance
by Jack Farmer , Ram Seshadri- 4
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Approx. 19 hours to complete
This course provides the foundation for developing advanced trading strategies using machine learning techniques. In this course, you’ll review the key components that are common to every trading strategy, no matter how complex. You’ll be introduced to multiple trading strategies including quantitative trading, pairs trading, and momentum trading. Experience with SQL is recommended....
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