This is why you should care about unbalanced data .. as a data scientist
What do you do when your data has lots more negative examples than positive ones? Link to Code : https://github.com/ritvikmath/YouTubeVideoCode/blob/main/Unbalanced%20Data.ipynb My Patreon : https://www.patreon.com/user?u=49277905
From playlist Data Science Concepts
The mother of all representer theorems for inverse problems & machine learning - Michael Unser
This workshop - organised under the auspices of the Isaac Newton Institute on “Approximation, sampling and compression in data science” — brings together leading researchers in the general fields of mathematics, statistics, computer science and engineering. About the event The workshop ai
From playlist Mathematics of data: Structured representations for sensing, approximation and learning
Optimal transport for machine learning - Gabriel Peyre, Ecole Normale Superieure
This workshop - organised under the auspices of the Isaac Newton Institute on “Approximation, sampling and compression in data science” — brings together leading researchers in the general fields of mathematics, statistics, computer science and engineering. About the event The workshop ai
From playlist Mathematics of data: Structured representations for sensing, approximation and learning
Deep dictionary learning approaches for image super-resolution - Pier Luigi Dragotti, Imperial
This workshop - organised under the auspices of the Isaac Newton Institute on “Approximation, sampling and compression in data science” — brings together leading researchers in the general fields of mathematics, statistics, computer science and engineering. About the event The workshop ai
From playlist Mathematics of data: Structured representations for sensing, approximation and learning
Data Science: Supervised vs. Unsupervised, Discrete vs. Continuous (00c)
Video Lecture from the course INST 414: Advanced Data Science at UMD's iSchool. Full course information here: http://www.umiacs.umd.edu/~jbg/teaching/INST_414/
From playlist Advanced Data Science
Panel Discussion by Paulien Hogeweg
DISCUSSION MEETING : THIRSTING FOR THEORETICAL BIOLOGY (ONLINE) ORGANIZERS : Vaishnavi Ananthanarayanan (UNSW & EMBL Australia), Vijaykumar Krishnamurthy (ICTS-TIFR, India) and Vidyanand Nanjundiah (Centre for Human Genetics, India) DATE : 11 January 2021 to 22 January 2021 VENUE : Online
From playlist Thirsting for Theoretical Biology (Online)
Machine Learning for Computational Fluid Dynamics
Machine learning is rapidly becoming a core technology for scientific computing, with numerous opportunities to advance the field of computational fluid dynamics. This paper highlights some of the areas of highest potential impact, including to accelerate direct numerical simulations, to i
From playlist Data Driven Fluid Dynamics
Intro to Data Science: What is Data Science?
This lecture provides an overview of the various components of data science, including data collection, cleaning, and curation, along with visualization, analysis, and machine learning (i.e. building models with data). These will be some of the topics discussed in this lecture series.
From playlist Intro to Data Science
SystemModeler: Introducing the Business Simulation Library
Wolfram System Modeler and Modelica--the modeling language behind System Modeler--are not widely known in the system dynamics community, which is predominantly occupied with modeling social systems to tackle business and public policy issues. The new Business Simulation library (BSL) emplo
From playlist Wolfram Technology Conference 2020
Intro to Data Science: Answering Questions with Data
This lecture describes the central aspect of data science: asking and answering questions with data. In particular, we discuss the thought process and progression of questions one might ask and answer with data science. Book website: http://databookuw.com/ Steve Brunton's website: eigen
From playlist Intro to Data Science
HITB SecConf 2009 Malaysia: The Art of Network Forensics 4/9
Clip 4/9 Speaker: Meling Mudin (Founder, security.org.my) Network forensics is defined as the capture, recording, and analysis of network events in order to discover the source of security attacks or other problem incidents. In other words, it involves capture, preservation, analys
From playlist Hack In The Box Malaysia 2009
Nonlinear approximation by deep ReLU networks - Ron DeVore, Texas A&M
This workshop - organised under the auspices of the Isaac Newton Institute on “Approximation, sampling and compression in data science” — brings together leading researchers in the general fields of mathematics, statistics, computer science and engineering. About the event The workshop ai
From playlist Mathematics of data: Structured representations for sensing, approximation and learning
ReactJS Redux Tutorial | ReactJS with Redux | Redux for Beginners | Edureka
🔥Edureka React with Redux Certification Training (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) : https://www.edureka.co/reactjs-redux-certification-training This Edureka video on "𝐑𝐞𝐚𝐜𝐭𝐉𝐒 𝐑𝐞𝐝𝐮𝐱 𝐓𝐮𝐭𝐨𝐫𝐢𝐚𝐥" will help you understand the fundamentals of redux including why we need Redux, what is Redux, Redux principle
From playlist ReactJS Tutorial Videos | Edureka
Learn React.js | ReactJS Learning Path in 2020 | React.js Tutorial for Beginners | Edureka
🔥Edureka ReactJS Training - https://www.edureka.co/reactjs-redux-certification-training This Edureka video on 'Learn React' will guide your path towards learning React.js in the best manner. Below are the topics covered in this video: Why React? What is React? React Features Prerequisites
From playlist ReactJS Tutorial Videos | Edureka
CDIS 4017 - Clinical Instrumentation Part 1 (done)
Chaya Guntupalli (Nanjundeswaran) Ph.D. CDIS 4017 - Speech and Hearing Science I ETSU Online Programs - http://www.etsu.edu/online
From playlist ETSU: CDIS 4017 - Speech and Hearing Science I | CosmoLearning Audiology
DEFCON 16: Malware Detection through Network Flow Analysis
Speaker: Bruce Potter, Founder, The Shmoo Group Over the last several years, we've seen a decrease in effectiveness of "classical" security tools. The nature of the present day attacks is very different from what the security community has been used to in the past. Rather than wide-spread
From playlist DEFCON 16
React Redux Tutorial For Beginners | React Redux Training | Edureka | React Live - 3
🔥ReactJS Training - https://www.edureka.co/reactjs-redux-certification-training This Edureka video on React Redux Tutorial will help you in understanding the fundamentals of Redux and help you in integrating Redux with React. 🔴Subscribe to our channel to get video updates. Hit the subscri
From playlist Edureka Live Classes 2020
React.js Redux Explained | React Redux Tutorial | ReactJS Training | Edureka | React Live - 2
🔥ReactJS Training - https://www.edureka.co/reactjs-redux-certification-training This Edureka video on React Redux Tutorial will help you in understanding the fundamentals of Redux and help you in integrating Redux with React. 🔴Subscribe to our channel to get video updates. Hit the subscri
From playlist Edureka Live Classes 2020
Watch this talk to explore Elm, the programming language that brings an entirely new approach to front-end development. You will study the language but, more importantly, the characteristics that make it such a great language to build reliable, robust client-side applications and how we ca
From playlist Elm
19 Data Analytics: Principal Component Analysis
Lecture on unsupervised machine learning with principal component analysis for dimensional reduction, inference and prediction.
From playlist Data Analytics and Geostatistics