Newsletter August 02 2022
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Coming next newsletter: developer lifestyle. Life is not bad as a developer. We recently attended Solana developer summer camp, Agolia's Giants baseball game VIP suite and co-worked near SoCal beaches with future plans to attend conventions in Miami. We would like to show you how good life can be as developers. And yes, there is the sad life too (overworked, laid-off). Worry about layoffs? Be sure to brush-up on your interview skills using flash cards below. We have lots of photos and contents about developer lifestyles coming soon. Hopefully they can provide some hope, and entertainment during this grim global economy.
Freebies + Easter Eggs!
Easter eggs are high quality resources for developers. These are perks exclusive for our paid members. Occasionally we have publicly available easter eggs like What are Web3 Browsers (below).
Pro member: please check out this free computer vision ebook right away. It's available for a limited time. O'Reilly (high quality) and free, and official.
Easter egg August 2022 Free O'reilly AI Book [freebie, ebook, high quality, pro]
https://ml.learn-to-code.co/skillView.html?skill=KL2dTFl3oxMwSR1cTjpo
What are web3 browsers? (definition) Web3 browsers explained, defined. [public, easter egg, high quality] Example web3 browser Brave
Resources to get started with Solana blockchain development [easter egg, pro, high quality, blockchain]
Don't forget the best from the previous newsletter: we had loads of fun generating noble racoon portraits using a version of DALLE. This week we will discuss how to get started with General Adversarial Networks (GAN) to get you started on creating generative art.
https://uniqtech.medium.com/newsletter-july-2022-2-deep-learning-b337199a3e44
R Programming resources for researchers [pro]
https://ml.learn-to-code.co/skillView.html?skill=NYmQTmhcFMIYbnmfVGHs
Technical Interview
Wisdom from Cracking the coding interview [pro]
https://ml.learn-to-code.co/skillView.html?skill=GyGjvxnXAo66oe6DdaQY
Wisdom from Cracking the coding interview, part 2 [pro]
https://ml.learn-to-code.co/skillView.html?skill=aACFp0Oa5aknymUpXXGm
bit manipulation [public]
https://ml.learn-to-code.co/skillView.html?skill=Fo5r7rO4fZocFNQNv2Wy
Technical Interview Tree traversal [pro, 1 min read]
https://ml.learn-to-code.co/skillView.html?skill=gK9sn0rTLRWN5rs4PCpf
Technical Interview 2 minute SQL review [public]
https://ml.learn-to-code.co/skillView.html?skill=1D3u5NRRhCECKmu26oED
Binary tree levels [pro]
https://ml.learn-to-code.co/skillView.html?skill=rdVsnHMinyAIILS1lwf7
Data Science, Machine Learning, Deep Learning, AI
Generative adversarial networks (GANs)
Generative adversarial networks (GANs) [definition, basics, public]
https://ml.learn-to-code.co/skillView.html?skill=sC2ED3p7jDTyTY89g4nS
Generative adversarial network (definition) 02 [public, definition]
https://ml.learn-to-code.co/skillView.html?skill=LLZKlpr1R6OoSsjCYODz
Data Science Basics
What is Data Management Life Cycle? (definition) [public]
https://ml.learn-to-code.co/skillView.html?skill=0BKdxZEdvWUtXmd7GKJj
Data LifeCycle 2 [public]
https://ml.learn-to-code.co/skillView.html?skill=bYzA3CDsqqU2Mh43ZHCL
Six steps of Data Analytics defined by Google [public]
https://ml.learn-to-code.co/skillView.html?skill=hVOKgCZIOtkgJqLk5iEb
Machine Learning, Deep Learning Basics
Data preprocessing Data Encoding (definition) [public]
https://ml.learn-to-code.co/skillView.html?skill=c87XMoR3APyvHEEGHely
Hardware, Cloud Compute
Did you know Google offers Google Colab Pro? [public]
https://ml.learn-to-code.co/skillView.html?skill=21yJgKTVopg7TJPy78Nn
AWS Marketplace for SageMaker [public]
https://ml.learn-to-code.co/skillView.html?skill=i7T4ZI5eqydKjIlzyn1D
Natural Language Processing (NLP)
What is n-gram ngram? [public, NLP]
https://ml.learn-to-code.co/skillView.html?skill=K9YNErsJlA5yLkvphD7m
skipgram and continuous bag of words (CBOW) explained [public, high quality, nlp]
https://ml.learn-to-code.co/skillView.html?skill=ib57YkjlZZYnSitILRkT
What is SQuAD? (Definition) [high quality, pro, comprehensive, guide, NLP]
https://ml.learn-to-code.co/skillView.html?skill=5A4iXLFlc7wZ5YKxtPL2
NVIDIA NeMo Deep Learning Toolkit, NLP [pro, for members]
What is NeMo? (definition) [pro] --> Read more...
https://ml.learn-to-code.co/skillView.html?skill=ii5X85PEf7Vz2CqdZz2f
More about the NeMo toolkit (intermediate) [pro] Read more...
https://ml.learn-to-code.co/skillView.html?skill=U1UyIm4zRhe8ytYxzwmG
More about the NeMo toolkit (intermediate) part 2 [pro]
https://ml.learn-to-code.co/skillView.html?skill=BffZ1rzYB58bWnS5dGUR
Hyperparameter (definition) [public]
https://ml.learn-to-code.co/skillView.html?skill=iqN8L68A7BPWOvqBCihq
Machine Learning Basics
Data encoding
Data encoding, data preprocessing, data cleaning [public]
https://ml.learn-to-code.co/skillView.html?skill=cebDFLwAfXxitFfeeHqm
Uniqtech Guide to Activation Functions [public]
https://ml.learn-to-code.co/skillView.html?skill=e4SebEOiFcBDKGwfdX6P
Uniqtech Guide Activation Function - Understand activation function in Deep Learning [public]
https://ml.learn-to-code.co/skillView.html?skill=7UtxCw2MqskkTxubD1sg
Uniqtech Guide to Activation Function [pro]
https://ml.learn-to-code.co/skillView.html?skill=MkHtA1eDx02QcVRg6vTR
More on Activation Function
https://ml.learn-to-code.co/skillView.html?skill=aY00RB3o269VlR8zEmgK
Activation Function code example
https://ml.learn-to-code.co/skillView.html?skill=u2uRVTrYBF9Fagqu8eQp
Web3, Blockchain
What is a web3 browser? Why do we need it? Earn crypto from browsing. Support us by browsing our content on the brave browser (we will automatically be rewarded by Brave - a web3 browser).
What are web3 browsers? (definition) Web3 browsers explained, defined. [public, easter egg, high quality] Example web3 browser Brave
https://ml.learn-to-code.co/skillView.html?skill=Dmagl1E3peStEM5PmiYQ
Web3 Basics [public, landing page]
https://ml.learn-to-code.co/smart_tutorial_blockchain_web3_crypto_NFT_tutorial_uniqtech_guide.html
Chainlink basics, chainlink hello world, developer resources [public]
https://ml.learn-to-code.co/skillView.html?skill=ZzQLKIkK4jgjp9Rb0511
Layers of blockchain technology, technical stacks of blockchain [public]
https://ml.learn-to-code.co/skillView.html?skill=Nu5AmvMNKJYuZ5trxn1B
What is Layer 1 Layer 2 Blockchain? What's the difference? [public]
https://ml.learn-to-code.co/skillView.html?skill=GzjSUDVF1rJZvxkOGoFt
Resources to get started with Solana blockchain development [easter egg, pro, high quality, blockchain]
https://ml.learn-to-code.co/skillView.html?skill=lYURp4nEFvJoS7sCgCCb
What is Rust? [definition, public]
https://ml.learn-to-code.co/skillView.html?skill=LEhDxIfgayEmO0Ny3yve
Why is it a great time to get started with JavaScript [public]
https://ml.learn-to-code.co/skillView.html?skill=36UTJaT4Q6lWXsjcndew
What is Moralis and what is it used for? "firebase" for blockchain
https://ml.learn-to-code.co/skillView.html?skill=OH6MpqHzw2OcgZ6WFpH2
https://ml.learn-to-code.co/skillView.html?skill=HfhOhmFWdzpvOXBNal1v
What does a dapp need? Core functionalities of a dApp. dapp functionality and API. [pro]
https://ml.learn-to-code.co/skillView.html?skill=6s5vjOJHbl4mq0QyejOD
Off-Chain Reporting (OCR)[public]
https://ml.learn-to-code.co/skillView.html?skill=GdnfoNJVJvKDvmWdiuQR