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Quantum Information Science II: Advanced quantum algorithms and information theory
by Isaac Chuang , Aram Harrow- 0.0
4 Weeks
3x course module draws upon quantum complexity and quantum information theory, to cover in depth advanced quantum algorithms and communication protocols, including Hamiltonian simulation, the hidden subgroup problem, linear systems, and noisy quantum channels. Knowledge of linear algebra is also strongly recommended, and other helpful math topics to know include probability and finite fields....
$49
Machine Learning and Data Science Essentials with Python & R
by AkaSkills! 35,000+ Students- 4.4
5.5 hours on-demand video
The course touches both R and Python implementations of Machine Learning. Understand Linear Algebra Implement Linear Regression with R, Python & Tensorflow This course comes with a 30-day money back guarantee. Feel forward to have a look at course description and demo videos and we look forward to see you inside....
$11.99
Data for Machine Learning
by Anna Koop- 4.4
Approx. 12 hours to complete
This course is all about data and how it is critical to the success of your applied machine learning model. Completing this course will give learners the skills to: You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). Introduction to the Course No Free Lunch Theorem...
High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
If you’re interested in data analysis and interpretation, then this is the data science course for you. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts. 2x: Introduction to Linear Models and Matrix Algebra...
$149
Julia Programming For Data Science & Machine Learning: Julia
by Ankit Mistry- 3.9
4 hours on-demand video
This course mainly focus on data science aspect of Julia. Linear algebra with Julia Linear and Multiple Regression with GLM package Sale Prediction using Linear Regression on Sales Data with GLM Package Predict Salary using Multiple Linear Regression on Salary Data...
$17.99
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
Approx. 8 hours to complete
This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting....
QC051: Math Prerequisites for Quantum Computing
by Kumaresan Ramanathan- 4.6
4 hours on-demand video
This is a refresher course in Mathematics for students who studied Math and Physics through 12th grade high school, but have now forgotten many of the details. I cover what you need to know: Probability, Statistics, Boolean Logic, Complex Numbers, and Linear Algebra. This is merely a review course to help you refresh your memory....
$15.99
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Quantum Cryptography
by Stephanie Wehner , Thomas Vidick , Guest Lecturers- 0.0
10 Weeks
This interdisciplinary course is an introduction to the exciting field of quantum cryptography, developed in collaboration between QuTech at Delft University of Technology and the California Institute of Technology. By the end of the course you will This course assumes a solid knowledge of linear algebra and probability at the level of an advanced undergraduate....
$50
Optimizing Machine Learning Performance
by Anna Koop- 4.6
Approx. 12 hours to complete
This course synthesizes everything your have learned in the applied machine learning specialization. You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the final course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute (Amii)....
Artificial Intelligence Bootcamp 44 projects Ivy League pro
by Gopal Shangari- 3.9
13.5 hours on-demand video
This video course is built for those with a NO understanding of artificial intelligence or Calculus and linear Algebra. We have many projects, such natural language processing , handwriting recognition, interpolation, compression, bayesian analysis, hyperplanes (and other linear algebra concepts). I use the AI I created in this course to trade stock....
$11.99