Search result for Mathematical learning Online Courses & Certifications
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Machine Learning
by Qiang Liu- 0.0
12 Weeks
Tools from machine learning are now ubiquitous in the sciences with applications in engineering, computer vision, and biology, among others. This class introduces the fundamental mathematical models, algorithms, and statistical tools needed to perform core tasks in machine learning. ○ Techniques for supervised learning including classification and regression. ○ Algorithms for unsupervised learning including feature extraction....
$1000
High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
We start by learning the mathematical definition of distance and use this to motivate the use of the singular value decomposition (SVD) for dimension reduction of high-dimensional data sets, and multi-dimensional scaling and its connection to principle component analysis. Mathematical Distance Basic Machine Learning Concepts...
$149
Deep Learning with Tensorflow
by Saeed Aghabozorgi , Romeo Kienzler , Samaya Madhavan- 0.0
5 Weeks
TensorFlow is a software library for numerical computation of mathematical expressional, using data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. This concept is then explored in the Deep Learning world....
$99
Statistics Primer for Data Scientist's
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 4.2
3 hours on-demand video
Machine Learning Machine learning allows you to train computers to act independently so that we do not have to write detailed instructions for performing certain tasks. For this reason, machine learning is of great value for almost any area, but first of all, of course, it will work well where there is Data Science....
$12.99
Neural Networks for Machine Learning From Scratch
by Sefik Ilkin Serengil- 4.2
3 hours on-demand video
Develop your own deep learning framework from zero to one. Hands-on Machine Learning with Python. Deep learning would be part of every developer's toolbox in near future. In this course, we will develop our own deep learning framework in Python from zero to one whereas the mathematical backgrounds of neural networks and deep learning are mentioned concretely....
$11.99
Master Discrete Mathematics: Sets, Math Logic, and More
by Grant Hall- 4.6
7 hours on-demand video
This Master Discrete Math Course includes over 30 lectures that will introduce students to many topics including sets and their properties, advanced counting techniques (combinations/permutations), mathematical logic, and graph theory. Mathematical Logic: After this course students students will understand mathematical logic and truth tables. Mathematical Proofs: Students will learn the foundations of writing mathematical proofs....
$16.99
Artificial Intelligence IV - Reinforcement Learning in Java
by Holczer Balazs- 4.1
3 hours on-demand video
All you need to know about Markov Decision processes, value- and policy-iteation as well as about Q learning approach The first step is to talk about the mathematical background: we can use a Markov Decision Process as a model for reinforcement learning....
$11.99
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Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. Machine Learning as a Foundation of Artificial Intelligence, Part I Machine Learning as a Foundation of Artificial Intelligence, Part II Machine Learning as a Foundation of Artificial Intelligence, Part III Machine Learning in Finance vs Machine Learning in Tech, Part I Mathematical Foundations of Machine Learning...
Master Discrete Mathematics-Set Theory, Relations & More
by Engineering Education Hub by Prateek Porwal- 3.7
7 hours on-demand video
Usually coders have to write a program code and then a correctness proof to prove the validity that the program will run fine for all cases, and Mathematical Induction plays a important role there. Mathematical Induction is also an indispensable tool for Mathematicians. Mathematicians use induction to conclude the truthfulness of infinitely many Mathematical Statements and Algorithms....
$11.99
Practical Reinforcement Learning
by Pavel Shvechikov , Alexander Panin- 4.3
Approx. 26 hours to complete
Welcome to the Reinforcement Learning course. Reinforcement learning vs all Optional: Reward discounting from a mathematical perspective Model-free reinforcement learning Supervised & Reinforcement Learning Combining supervised & reinforcement learning...