Kaggle data science survey - sklearn scikit-learn

 

DALLE-2

 

The number of discord members in DALLE-2 as of September 16
2022

R Programming RStudio

 

R Squared

R Squared wikipedia

 

Cronos Moralis Hackathon

 

51

 

Firebase

Firebase Auth: Authenticate users. 

Security rules: specifies database authorization rules. 

Collections

Storage Buckets

Key, value pairs, field-value pairs

API : first start by creating a reference to data / storage / collection. 

Configuration

Blockchain, Web3, Crypto Wallet

 Warning : be sure to read our crypto disclaimer. Cryptos are risky. Do your own research. 

Moralis Cronos hackathon with crypto.com, wallet options. 

Datasets

 

Coco Dataset

COCO Dataset - Machine Learning Dataset (definition)

https://ml.learn-to-code.co/skillView.html?skill=ktaGM0BqcE5CvynGJFWo

Fast.ai

 

Jeremy Howard Fast.ai Explain PaLM

Euclidean Distance Calculate Distance between two points.

 

Source: wikipedia

Git Github

 Git rebase

Kaggle BigQuery Datasets

 

Wikipedia illustrations

 Edge detection kernel

Overfitting Underfitting

 

wikipedia

Pandas

 

pandas row column axis aggregation

Matrix Coding Interviews

 

    

Chainlink web3 blockchain

Test link faucet

Warning: Please do your own research. We cannot verify the code, team or tokenomics of the below mention projects. Please do your own research. Crypto and NFTs are highly speculative and risky. Improper use of smart contracts, signing message can compromise your entire wallet/ portfolio / digital assets. Please only use test wallets, new wallets and test tokens. 

Pytorch transformation

 

Pytorch normalization

 

Dependency

 

T-SNE

 

Uniqtech guide to T-SNE

What is T-SNE? Check out the paid-member pro flash card here. 

What is T-SNE (definition) [pro, high quality] https://ml.learn-to-code.co/skillView.html?skill=pZntLUyeZ2jUTW2TUkOs

Google Cloud

Google Cloud Shell

SpaCy

Tesla AI Day 2021

Self driving car basics, Tesla specific edition. The very basics.

What does a Tesla camera event JSON file look like. When clicking on the camera icon on dashboard, Tesla will record a short clip, and include a JSON event file like this 

{"timestamp":"2021-09-09T20:08:21",
 "city":"San Leandro",
 "est_lat":"37.7189",
 "est_lon":"-122.134",
 "reason":"user_interaction_dashcam_icon_tapped",
 "camera":"0"}

Tesla surely handles big data efficiently. Each clip is hundreds of megabytes. If you want to work at Tesla, it's time to familarize yourself with modern big data concepts. 

How is Tesla used for recruitment Tesla AI Day https://ml.learn-to-code.co/skillView.html?skill=Ro2doSNt63V3SHuFsshZ

In this case a short clip taken while driving is 1.69 GB. It contains content from all the cameras. That file size is impressive! Impressive that's how much data Tesla can potentially process. 

NVIDIA NeMo Architecture

 

Tensorflow Facets

 

Precision, recall, sensitivity, specificity

Source :wikipedia

 

Binary classification

 

Binary classification. 

Tesla event.json

 

What does the event.json file look like in Tesla recorded videos? Every recorded video folder comes with a json info file. 

{

"timestamp":"2021-06-04T22:21:14",

"city":"Hayward",

"est_lat":"37.6941",

"est_lon":"-122.049",

"reason":"user_interaction_dashcam_icon_tapped",

"camera":"0"

}

Recursion Basics

 

Recursion basics explained [public]

https://ml.learn-to-code.co/skillView.html?skill=8Ig1lb5hJLfV1l3MIKcN

GAN

 

Uniqtech Guide to GAN, illustrated. See the companion flash card:

Generative adversarial networks (GANs) [definition, basics]

https://ml.learn-to-code.co/skillView.html?skill=sC2ED3p7jDTyTY89g4nS