Neural Data Science — Lecture 1 — Spike detection
Lecture 1 in the Neural Data Science course by Philipp Berens, Summer Term 2021 at the University of Tübingen. www.berenslab.org Source of this “Tübingen Machine Learning” AI Video
Forget models, build a data flywheel | Machine Learning Monthly January 2021
As usual an unbelievable month on tour in the world of machine learning for January! Seems like the trend of the year is: multi-modal models, transformers taking over everything and machine learning deployment becoming mainstream (don’t let your models die in notebooks, deploy them). Machine Learning Monthly January 2021 – https://zerotomastery.io/blog/machine-learning-monthly-january-2021/ Support freeCodeCamp’s Data Science […]
Break into AI: I took an online course, what's next?
Welcome to the virtual Learner Community Event hosted by DeepLearning.AI. We have assembled a panel of machine learning practitioners who have gotten into the field from different paths. They will be sharing their first-hand experience and suggestions on how to transition from online courses to landing your first ML job! Topics that you can expect […]
Neural Data Science — Lecture 8 — Systems identification with deep neural networks
Lecture 8 in the Neural Data Science course by Philipp Berens, Summer Term 2021 at the University of Tübingen. Source of this “Tübingen Machine Learning” AI Video
Case Study: Airbus | CogX 2019
Join the CogX Global Leadership Summit and Festival of AI and Breakthroughs Technology – June 8th to 10th 2020 – https://cogx.co/ Subscribe to our epic newsletters for free https://cognitionx.com/newsletter-subscribe/ Case Study: Airbus. Presentation given at CogX 2019, on the Lab to Live Stage Pete Burnap; Professor of Data Science and Cybersecurity, Cardiff University Matilda Rhode; […]
The Applied Data Science Course is epic! | Learning Intelligence 42
The Applied Data Science with Python Specialization on Coursera is turning out to be one of the best I’ve ever done. I’d highly recommend it. Sign up for the Applied Data Science Course on Coursera – http://bit.ly/courseraDS OTHER LINKS FROM SHOW: My AI Masters Degree – https://bit.ly/AIMastersDegree My favourite AI/ML courses – https://bit.ly/AIMLresources Python for […]
What's the most challenging skill you needed to learn in your career? | 69,420 Subscribers Live Q&A
69,420 subscribers!!! Let’s do a live Q&A Bonus points if you get the reference… 😉 Note: the audio drops between 31:54 and 35:20. Timestamps: 0:00 – Intro/hello/dancing 3:50 – Does data science or ML have promise in the future? 5:30 – Do ML engineers or data scientists work on a permanent or contract basis? 6:30 […]
Expert Panel: Optimizing BizOps with AI
Welcome to DeepLearning.AI Expert Panel – Optimizing BizOps with AI – in partnership with FourthBrain. Join us for a discussion from AI leaders to find out how AI is deployed at their companies and across industries to improve business efficiency. 40-min Panel discussion + 20-min Q&A. We will be taking questions from Slido. Speakers: -Patrick […]
Neural Data Science — Lecture 9 — Analyzing neural populations I
Lecture 9 in the Neural Data Science course by Philipp Berens, Summer Term 2021 at the University of Tübingen. Source of this “Tübingen Machine Learning” AI Video
Panel Discussion: AI for Societal Impact
AI researchers are striving to create intelligent machines that complement human reasoning and enrich human experiences and capabilities. At the core is the ability to harness the explosion of digital data and computational power with advanced algorithms that extend the ability for machines to learn, reason, sense, and understand—enabling collaborative and natural interactions between machines […]
Neural Network Architectures & Deep Learning
This video describes the variety of neural network architectures available to solve various problems in science ad engineering. Examples include convolutional neural networks (CNNs), recurrent neural networks (RNNs), and autoencoders. Book website: http://databookuw.com/ Steve Brunton’s website: eigensteve.com Follow updates on Twitter @eigensteve This video is part of a playlist “Intro to Data Science”: https://www.youtube.com/playlist?list=PLMrJAkhIeNNQV7wi9r7Kut8liLFMWQOXn YouTube […]
Responsible Data Science in the Fight Against COVID-19 (Coronavirus)
“We are at a critical point in the global response to COVID-19 – we need everyone to get involved in this massive effort to keep the world safe.” – WHO Director-General Dr. Tedros Adhanom Ghebreyesus Since the beginning of the coronavirus pandemic, we’ve seen an outpouring of interest on the part of data scientists and […]
All Python Libraries You Need For Machine Learning And Data Science
All Python Libraries You Need For Machine Learning, Deep Learning, And Data Science. Blog on your personal domain and grow your audience without any annoying pop-ups/ads. Start now on https://hashnode.com * ————————————————- Get my Free NumPy Handbook: https://www.python-engineer.com/numpybook ✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer * 🪁 […]
Setting up Windows 10 (as a Data Scientist)
Would you like to see how I set up a Win10 computer for data science and machine learning? In this video, I show you what software I install and how I configure this machine. If you would like to see a video about the building of my computer, check out: Disable reboots: reg add “HKLMSOFTWAREPoliciesMicrosoftWindowsWindowsUpdateAU” […]
Data Science in 4 Minutes: Quick High Level Overview
In this video I discuss classification, regression, overfitting, underfitting, bias, variance, and feature engineering. This gives a very quick overview of data science in 4 minutes. Source of this machine learning/AI Video
Predictive Maintenance Using Deep Learning and Reliability Engineering with Shayan Mortazavi – #540
Today we’re joined by Shayan Mortazavi, a data science manager at Accenture. In our conversation with Shayan, we discuss his talk from the recent SigOpt HPC & AI Summit, titled A Novel Framework Predictive Maintenance Using Dl and Reliability Engineering. In the talk, Shayan proposes a novel deep learning-based approach for prognosis prediction of oil […]
Cyberpunk 2077 $5K NVIDIA RTX A6000 GPU Data Science Machine
A quick video to show what happens when you play Cyberpunk 2077 on my machine learning workstation equipped with an NVIDIA RTX A6000? The frame rate is quite good at 70+ FPS with basic game settings. After some suggestions in the comments, I tried setting Raytracing to ultra and got 50 FPS, adding DLSS max […]
One Neural Network to Rule Them All (and more) | Machine Learning Monthly June 2020
Every month I write an article called Machine Learning Monthly which collects all the coolest things in machine learning I’ve found over the previous month. This month I decided to turn it into a video as well. If you liked this format (or think if anything can be improved), I’d love to know. Links (in […]
2.2: Pandas and Anaconda Python for Data Science and Deep Learning (Module 2, Part 2)
More on Pandas and how to process dataframes and perform calculations. This is geared towards using pandas with Keras and Tensorflow. This course is taught in a hybrid format at Washington University in St. Louis; however, all the information is online and you can easily follow along. T81-558: Application of Deep Learning, at Washington University […]
Neural Data Science — Lecture 7 — Single cell receptive field estimation
Lecture 7 in the Neural Data Science course by Philipp Berens, Summer Term 2021 at the University of Tübingen. Source of this “Tübingen Machine Learning” AI Video
Agile Applied AI Research with Parvez Ahammad – #492
Today we’re joined by Parvez Ahammad, head of data science applied research at LinkedIn. In our conversation, Parvez shares his interesting take on organizing principles for his organization, starting with how data science teams are broadly organized at LinkedIn. We explore how they ensure time investments on long-term projects are managed, how to identify products […]
NVIDIA RTX A6000 First Look for Data Science 48GB Ampere GPU
NVIDIA was kind enough to provide an NVIDIA RTX A6000 for my YouTube channel. This amazing Ampere GPU contains 10,752 CUDA cores, 336 Tensor Cores, and 48GB of RAM! This GPU actually contains more RAM than most computer systems! In this video, I give the A6000 an initial look and show its installation into my […]
Privacy-Preserving Decentralized Data Science with Andrew Trask – TWiML Talk #241
Today we’re joined by Andrew Trask, PhD student at the University of Oxford and Leader of the OpenMined Project. OpenMined is an open-source community focused on researching, developing, and promoting tools for secure, privacy-preserving, value-aligned artificial intelligence. Andrew and I caught up back at NeurIPS to dig into why OpenMined is important and explore some […]
Udacity Deep Learning Nanodegree Language Translation Project Submission | 100 Days of Code 10
My camera fell off a table and the lens was damaged (my fault) and now it doesn’t open anymore. Rather than stop the VLOG series, I’m going to continue temporarily using my iPhone until I get a new lens. Links mentioned in the show: My Quora Profile – https://www.quora.com/profile/Daniel-Bourke-2 All Podcasts – https://www.mrdbourke.com/podcasts Podcast Mentioned […]