Let’s make a movie recommendation system: Crash Course AI #16
Follow along: https://colab.research.google.com/drive/1-v9cw18wTDjaCUlECKHsQnHeisLKyG8U We need to save Jabril and John Green Bot's movie nights.
CrashCourse
Steve Taylor: Correlation Matrix Filtering and Asset Allocation with Python
PyData NYC 2015 We use tools from Pandas, NumPy, and SciPy to implement a correlation matrix filtering algorithm of Marcenko and Paster. The filtered ...
PyData
Linear Algebra and Optimization Seminar (CME 510)
Ceres Solver (http://ceres-solver.org) is an open source C++ library for modeling and solving nonlinear least squares problems. It is used at Google to estimate ...
ICMEStudio
Analog Circuit Design using Genetic Algorithms
Madeleine Fort SFI REU August 13, 2014 Learn More about the REU Program Here http://bit.ly/1qD1VsF In the world of circuit design, genetic algorithms and ...
Santa Fe Institute
The Kalman Filter [Control Bootcamp]
Here, we discuss the Kalman Filter, which is an optimal full-state estimator, given Gaussian white noise disturbances and measurement noise. These lectures ...
Steve Brunton
Matrix Interpretation of the FFT Algorithm
http://AllSignalProcessing.com for more great signal processing content, including concept/screenshot files, quizzes, MATLAB and data files. The fast Fourier ...
Barry Van Veen
AI Applications Without a PhD
When you think of "deep learning" you might think of teams of PhDs with petabytes of data and racks of supercomputers. But it turns out that a year of coding, ...
Microsoft Developer
Lessons in Linear Algebra at Scale with Apache Spark Let's Make the Sparse Details a Bit More Den
If you enjoy Linear Algebra, Spark, and exceptionally bad puns, then this could be the talk for you! In this session, we will chronicle the adventures of developing ...
Databricks
Development of Luenberger Observer (contd.) and Introduction to Kalman Filtering
Advanced Process Control by Prof.Sachin C.Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
How Modern SQL Databases Come up with Algorithms that You Would Have Never Dreamed Of by Lukas Eder
SQL is the only ever successful, mainstream, and general-purpose 4GL (Fourth Generation Programming Language) and it is awesome! With modern cost ...
Devoxx
C++Now 2019: Jeff Garland “Using C++20 Ranges Effectively”
http://cppnow.org — Presentation Slides, PDFs, Source Code and other presenter materials are available at: http://cppnow.org/history/2019/talks/ — This course ...
CppNow
JuliaCon 2019 | A Probabilistic Programming Language for Switching Kalman Filters
I will present a probabilistic programming language that implements switching Kalman filters, and its applications to industrial time series processing. Speaker: ...
The Julia Programming Language
Top Programming Languages For Data Science | Programming Languages Data Scientist Must Learn
The field of Data Science is ever expanding. Data science is the area of study that involves extracting knowledge from all of the data gathered. To facilitate this ...
Simplilearn
MIT Professor Song Han, Hardware Design Automation for Efficient Deep Learning, Samsung Forum
The mismatch between skyrocketing processing demand for AI and the end of Moore's Law highlights the need for Co-Design of efficient ML algorithms and ...
Samsung Strategy & Innovation Center
Data Analytics Jobs, Salary, Resume, Career, Skills, Roles & Responsibilities | Simplilearn
This Data Analytics video talks about the Data Analytics job growth and the top 6 Data Analytics job roles - Data Analyst, Business Analyst, Database ...
Simplilearn
CppCon 2015: Zach Laine "Writing Great Libraries: 89 Easy Steps"
http://www.Cppcon.org — Presentation Slides, PDFs, Source Code and other presenter materials are available at: https://github.com/cppcon/cppcon2015 ...
CppCon
Lec-17 State Estimation
Lecture Series on Estimation of Signals and Systems by Prof.S. Mukhopadhyay, Department of Electrical Engineering, IIT Kharagpur. For more details on NPTEL ...
nptelhrd
JuliaCon 2018 | Julia as a platform for language development | Jamie Brandon
Language developers are torn between the need to quickly iterate on language designs and the need to prove that those designs can be efficiently implemented ...
The Julia Programming Language
MIT Bootcamps: How to identify business opportunities with AI
AI is a fundamental, transformative technology like the microprocessor or the Internet. In the coming decades it will impact nearly all aspects of business.
MIT Bootcamps
Quantopian Lecture Series: Kalman Filters
Kalman Filters are used in signal processing to estimate the underlying state of a process. They are incredibly useful for finance, as we are constantly taking ...
Quantopian
Lambda Calculus - Fundamentals of Lambda Calculus & Functional Programming in JavaScript
Fullstack Academy was recently ranked the #1 coding bootcamp in the U.S. Learn more at https://www.fullstackacademy.com The Lambda Calculus is a symbol ...
Fullstack Academy
Lecture Series: Dr. Keith Devlin - The Birth of Algebra
Sunday, December 18, 2:00 p.m. Followed by conversation with Angie Coiro. Dr. Keith Devlin is a co-founder and Executive Director of the university's H-STAR ...
The Tech Interactive
"Dynamic programming at ease - with Grammars, Algebras, Products" by Stefanie Schirmer
Strange Loop
2017-2018 ECE Distinguished Lecture Series - Antonio Ortega, University of Southern California
Antonio Ortega, ECE Distinguished Lecture Series speaker from the University of Southern California spoke on April 4, 2018 in Mitchell Hall. His lecture, entitled ...
University of Delaware
State Space, Part 1: Introduction to State-Space Equations
Let's introduce the state-space equations, the model representation of choice for modern control. This video is the first in a series on MIMO control and will ...
MATLAB
Keynote: Anima Anandkumar - Tensorly: A Flexible Python Framework for Machine Learning
PyData LA 2018 I will present some way in which tensor methods can be combined with deep learning, and demonstrate through Jupyter notebooks on how ...
PyData
CppCon 2016: Ben Deane "std::accumulate: Exploring an Algorithmic Empire"
http://CppCon.org — Presentation Slides, PDFs, Source Code and other presenter materials are available at: https://github.com/cppcon/cppcon2016 — What is ...
CppCon
What is computer engineering? | Rose-Hulman Institute of Technology
What is computer engineering, anyway? Watch as alumnus Shawn Hymel explains what it is, what computer engineers do, and what it takes to become one.
Rose-Hulman Institute of Technology
MIA and CC&E Joint Seminar: Michael Bronstein, Geometric deep learning for function protein design
April 6th, 2020 Broad Institute (via Zoom) Models, Inference and Algorithms and Cell Circuits and Epigenomics Jointly Present: Michael Bronstein Professor, ...
Broad Institute
Elizabeth Ramirez - Kalman Filters for non-rocket science - PyCon 2016.mp4
Speaker: Elizabeth Ramirez Kalman Filters have been widely used for scientific applications. No wonder people often think they involve complex math, however ...
PyCon 2016
7 Tips for the Coding Resume (for Software Engineers)
Ex-Google TechLead gives you his top tips for your resume / CV to help you find your dream job. Visit http://brilliant.org/techlead for 20% off the first 200 to sign ...
TechLead
Is Majoring in Computer Science Worth It... | Final Year Student Advice In 2020
I'm about to graduate from my major in computer science and I thought it would be a great idea to share the knowledge I've gathered over the past few years on ...
Andres Vidoza
Mod-08 Lec-32 Linear Stochastic Dynamics - Kalman Filter
Dynamic Data Assimilation: an introduction by Prof S. Lakshmivarahan,School of Computer Science,University of Oklahoma.For more details on NPTEL visit ...
nptelhrd
How I Learned AI For Free (And You Can Too!)
You don't have to go to a fancy school to learn how to develop AI algorithms. In fact, I learned using these three awesome online resources - and it was totally ...
Jordan Harrod
Matrix Expressions and BLAS/LAPACK; SciPy 2013 Presentation
Authors: Rocklin, Matthew, University of Chicago Computer Science Track: General Numeric linear algebra is important ubiquitous. The BLAS/LAPACK libraries ...
Enthought
Kalman Filtering
Advanced Process Control by Prof.Sachin C.Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in.
nptelhrd
Lecture - 5 FIR Wiener Filter (Real)
Lecture Series on Adaptive Signal Processing by Prof.M.Chakraborty, Department of E and ECE, IIT Kharagpur. For more details on NPTEL visit ...
nptelhrd
Fixed Point, Floating Point - What Are the Needs of DSP Applications? -- Cadence
When implementing DSP algorithms, the tradeoff between fixed- and floating-point math can have huge implications on performance and precision. In this ...
EE Journal
ME565 Lecture 17: Fast Fourier Transforms (FFT) and Audio
ME565 Lecture 17 Engineering Mathematics at the University of Washington Fast Fourier Transforms (FFT) and Audio Notes: ...
Steve Brunton
Julia: A third perspective - parallel computing explained
This is the third part of the series of introduction to the high level, high performance language Julia. In this seminar we will focus more on the linear algebra ...
Sharcnet HPC
RustConf 2019 - Rust for Weld, a High Performance Parallell JIT Compiler by Shoumik Palkar
RustConf 2019 - Rust for Weld, a High Performance Parallell JIT Compiler by Shoumik Palkar Weld is an open source Rust project that accelerates ...
Rust
Scaling a Relational Database for the Cloud age | Citus Data
WANT TO EXPERIENCE A TALK LIKE THIS LIVE? Barcelona: https://www.datacouncil.ai/barcelona New York City: https://www.datacouncil.ai/new-york-city San ...
Data Council
