AlgoExpert - ML Expert
WEBRip | English | MP4 | 1920 x 1080 | AVC ~236 Kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | ~10 hours | 1.72 GB
AAC | 128 Kbps | 44.1 KHz | 2 channels | ~10 hours | 1.72 GB
Genre: eLearning Video / Machine Learning
A revolutionary platform to learn machine learning. The best way to prepare for machine learning interviews.What is MLExpert?
ML Crash Course
Machine learning is a vast field with a lot of key concepts to know. Our crash course covers all of the fundamental building blocks you need to confidently dive into real-world machine learning. Learn more.
ML Coding Questions
Contrary to popular belief, machine learning isn't all theory and math. Our curated machine learning coding interview questions equip you with the practical skills you need to tackle real machine learning problems. Learn more.
Large-Scale ML
It's one thing to develop simple machine learning models, but it's another thing entirely to design large-scale machine learning systems. Our Large-Scale ML course gives you the specialized knowledge to do just that. Learn more.
ML Design Questions
Designing large-scale machine learning systems requires not only specialized knowledge, but also targeted experience. Our ML design questions provide a one-of-a-kind package to prepare you for the toughest machine learning challenges. Learn more.
ML Quiz
Machine learning interviews require a breadth of knowledge about machine learning. We've carefully curated a 75-question quiz to test your understanding of machine learning concepts and technologies.
Certificate Of Completion
Completing all of the MLExpert coding questions and passing the MLExpert quiz requires knowledge, preparation, and effort. That's why it'll soon earn you a certificate of your machine-learning-interview preparedness.
The Ultimate Machine Learning Platform For…
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ML Interview Preparation
You have a background in ML and Mathematics, and you're preparing for ML-related technical interviews.
Every part of MLExpert was designed precisely for you. MLExpert is your one-stop-shop to ace the interviews.
Working With ML
You're already working in an ML-related technical role, and you want to bring your skills to the next level.
MLExpert—especially our Large-Scale ML section and ML Systems Design questions—is exactly what you're looking for.
An Introduction to ML
You don't have an ML background, but you want to understand ML at a high level; you want to be conversational in ML.
The math of MLExpert might be difficult to follow, but the course will equip you with the foundational knowledge you need.
Meet Your Instructor: Ryan Doan
Ex-Amazon ML Infrastructure Engineer
Ryan is an Ex-Amazon Machine Learning Infrastructure Engineer and a true ML expert. After earning his degree in Computer & Electrical Engineering (with a focus on Robotics and ML) from Virginia Tech in 2016, Ryan went on to apply his expertise across multiple industries, building ML models for trading firms, politicians, and even the NSA. He later found a home at Amazon, where he spent 5 years building ML models to improve the company's customer experience and designing ML systems to support its engineers and scientists. In late 2020, he joined forces with AlgoExpert, where he now trains ML engineers by sharing his deep industry experience and knowledge through our one-of-a-kind ML-interview-prep product: MLExpert.
also You can find my other useful: Machine Learning-posts
General
Complete name : 3.Multi-Armed Bandit.mp4
Format : MPEG-4
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Codec ID : mp42 (isom/mp42)
File size : 39.7 MiB
Duration : 15 min 10 s
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Writing application : Google
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Codec ID/Info : Advanced Video Coding
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Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 29.970 (30000/1001) FPS
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.004
Stream size : 25.6 MiB (64%)
Title : ISO Media file produced by Google Inc.
Writing library : x264 core 155 r2901 7d0ff22
Color range : Limited
Color primaries : BT.709
Transfer characteristics : BT.709
Matrix coefficients : BT.709
Audio
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Format : AAC
Format/Info : Advanced Audio Codec
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Codec ID : mp4a-40-2
Duration : 15 min 10 s
Bit rate mode : Variable
Bit rate : 128 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 kHz
Frame rate : 43.066 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 13.9 MiB (35%)
Title : ISO Media file produced by Google Inc.
Complete name : 3.Multi-Armed Bandit.mp4
Format : MPEG-4
Format profile : Base Media / Version 2
Codec ID : mp42 (isom/mp42)
File size : 39.7 MiB
Duration : 15 min 10 s
Overall bit rate mode : Variable
Overall bit rate : 366 kb/s
Writing application : Google
gsst : 0
gstd : 910176
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Baseline@L4
Format settings : 1 Ref Frames
Format settings, CABAC : No
Format settings, RefFrames : 1 frame
Format settings, GOP : M=1, N=60
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 15 min 10 s
Bit rate : 236 kb/s
Width : 1 920 pixels
Height : 1 080 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 29.970 (30000/1001) FPS
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.004
Stream size : 25.6 MiB (64%)
Title : ISO Media file produced by Google Inc.
Writing library : x264 core 155 r2901 7d0ff22
Color range : Limited
Color primaries : BT.709
Transfer characteristics : BT.709
Matrix coefficients : BT.709
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : mp4a-40-2
Duration : 15 min 10 s
Bit rate mode : Variable
Bit rate : 128 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 kHz
Frame rate : 43.066 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 13.9 MiB (35%)
Title : ISO Media file produced by Google Inc.
Screenshots
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