Search result for Mathematics for machine learning: pca Online Courses & Certifications
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Mathematics for Data Science and Machine Learning using R
by Eduonix Learning Solutions- 4.7
10.5 hours on-demand video
Learn the fundamental mathematics for Data Science, AI &ML using R Despite the availability of several tutorials on data science, it is one of the online guides containing hand-picked topics on the concepts for foundational mathematics for Data Science using R programming language. Overview of Machine Learning and R programming language...
$11.99
[2020] Machine Learning and Deep Learning Bootcamp in Python
by Holczer Balazs- 4.5
18.5 hours on-demand video
Machine Learning models, Neural Networks, Deep Learning and Reinforcement Learning Approaches in Keras and TensorFlow This course is about the fundamental concepts of machine learning, focusing on regression, SVM, decision trees and neural networks. Machine Learning approaches in finance: how to use learning algorithms to predict stock prices Reinforcement Learning: Markov Decision processes (MDPs) and Q-learning...
$17.99
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learn He has served as a TA for EE364a at Stanford....
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance....
Sprint the Data Science Interview
by Muni Kumar Gopu V R- 3.9
1 hour on-demand video
Preparation for an interview in data science would require knowledge and expertise in a subset of the above disciplines. To summarize one would require skills on Algorithms, SQL, Probability, Statistics, Econometrics, Problem Solving, Machine Learning, Optimization, storytelling and presentation skills. In this course, I would cover few questions on Probability, Statistics and different aspects of Machine Learning....
$12.99
Machine Learning Mastery (Integrated Theory+Practical HW)
by SaifAli Kheraj- 4
8 hours on-demand video
This course teaches advanced theory including some mathematics with practical exercises to promote deeper understanding. Have an in-depth understanding of the concepts of Machine Learning Introduction to machine learning: Overview of supervised and unsupervised learning This course is for all interested in learning data science and machine learning, there is no such pre req....
$9.99
24h Pro data science in R
by Francisco Juretig- 3.6
18.5 hours on-demand video
We showcase a wide array of statistical and machine learning techniques. Using R's statistical functions for drawing random numbers, calculating densities, histograms, etc....
$12.99
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2021 Python for Machine Learning & Data Science Masterclass
by Jose Portilla- 4.7
44 hours on-demand video
This is the most complete course online for learning about Python, Data Science, and Machine Learning. As always, we're grateful for the chance to teach you data science, machine learning, and python and hope you will join us inside the course to boost your skillset! Create regression machine learning algorithms for predicting continuous values....
$14.99
The Hello World of Machine Learning in Python
by Justin Mitchel- 4.8
2 hours on-demand video
Use Python to create a Machine Learning Algorithm from scratch. Machine learning is simply a computer learning from data instead of following a recipe. This post is meant to get you started with a basic machine learning model. Our Github Repo also has the code for you to play around with....
$11.99
Project Planning and Machine Learning
by David Sluiter- 4.7
Approx. 17 hours to complete
This course can also be taken for academic credit as ECEA 5386, part of CU Boulder’s Master of Science in Electrical Engineering degree. * How to build a bill of materials for a product * Why we want to study big data and how to prepare data for machine learning algorithms...