Search result for Probability Theory Online Courses & Certifications
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Introduction to Statistics: Probability
by Philip B. Stark- 0.0
4 Weeks
2x is on probability theory: exactly what is a random sample, and how does randomness work? We will study sums and averages of large random samples, discuss the factors that affect their accuracy, and use the normal approximation for their probability distributions....
$25
Poker: Fundamentals of Isolation Raising in No Limit Hold'em
by Alton Hardin- 4.6
1.5 hours on-demand video
Multiple LimpersCombined Fold Probability...
$12.99
Deep Learning and Reinforcement Learning
by Mark J Grover , Miguel Maldonado- 4.7
Approx. 14 hours to complete
First you will learn about the theory behind Neural Networks, which are the basis of Deep Learning, as well as several modern architectures of Deep Learning....
Understanding Artificial Intelligence through Algorithmic Information Theory
by Jean-Louis Dessalles- 0.0
5 Weeks
If you are interested in mathematics , you will be amazed at the fact that crucial notions such as probability and randomness can be redefined in terms of algorithmic information. Algorithmic Information Theory was born. How probability and randomness can be defined in purely algorithmic terms...
$49
Master statistics & machine learning: intuition, math, code
by Mike X Cohen- 4.7
38 hours on-demand video
Statistics and probability control your life. Even the very nature of the most fundamental deep structure of the universe is governed by probability and statistics. And you'll need to know how to implement concepts like probability theory and confidence intervals, k-means clustering and PCA, Spearman correlation and logistic regression, in computer languages like Python or MATLAB....
$13.99
Machine Learning and AI: Support Vector Machines in Python
by Lazy Programmer Inc.- 4.6
9 hours on-demand video
This theory very easily scares a lot of people away, and it might feel like learning about support vector machines is beyond your ability. In this course, we take a very methodical, step-by-step approach to build up all the theory you need to understand how the SVM really works. This course will cover the critical theory behind SVMs: Basic Probability...
$16.99
I "Heart" Stats: Learning to Love Statistics
by Dan Myers- 0.0
4 Weeks
You will learn about the logic of statistical thinking and the concepts (rather than the mathematical details and probability theory) that guide statistical inferences and conclusions....
$50
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Data Science & Deep Learning for Business™ 20 Case Studies
by Rajeev D. Ratan- 4.2
20 hours on-demand video
Statistics for Data Science in Detail - Sampling, Distributions, Normal Distribution, Descriptive Statistics, Correlation and Covariance, Probability Significance Testing and Hypothesis Testing. Machine Learning Theory - Linear Regressions, Logistic Regressions, Decision Trees, Random Forests, KNN, SVMs, Model Assessment, Outlier Detection, ROC & AUC and Regularization Deep Learning Theory and Tools - TensorFlow 2. Statistical Theory, Probability Theory, Distributions, Exploratory Data Analysis...
$9.99
Customer Analytics in Python 2021
by 365 Careers- 4.5
5 hours on-demand video
We will introduce you to the relevant theory that you need to start performing customer analytics We will explore it in detail by calculating purchase probability elasticity, brand choice own price elasticity, brand choice cross-price elasticity, and purchase quantity elasticity. Learn how to model purchase incidence through probability of purchase elasticity;...
$13.99
Deep Learning Prerequisites: The Numpy Stack in Python (V2+)
by Lazy Programmer Inc.- 4.6
6 hours on-demand video
probability you should already know "why" things like a dot product, matrix inversion, and Gaussian probability distributions are useful and what they can be used for...
$15.99