April-May Machine Learning AI and Blockchain Newsletter
AI at Tesla, Blockchain Hackathons, Solana in Real Life, Machine Learning, Technical Interviews at FAAANG companies
Newsletter April-May
April-May newsletters will be divided into smaller chunks for easier reading and consumption. You might see a few emails, you can keep these for future reference, and only read what interests you today: 01 Machine learning update function, gradient descent, back propagation. How are they related 02 Tesla AI deep learning at Tesla 03 blockchain web3 basics 04 Machine Learning in Google Cloud - data analyst version 04 technical interview algorithms for large companies like FAAANG. Coming soon on-chain off-chain data analysis with blockchain public ledger.
Don’t worry if you can’t read through most of these contents. We just want to alert you that new flash cards have arrived. Keep them for future reference. You will also see these cards, appear on more landing pages like this
These full page tutorials organize flash cards and display them in a more cohesive manner, for easier reading and reference. If you like any flash cards, please give it a thumbs up, vote. 👍🏻
You might have heard FAAANG companies like Facebook and Netflix are losing their teeth (pun intended) in the recent earning season. But data and developer skills are transferable. Let’s talk about Tesla and blockchain web3 in this newsletter so our readers can be future-proof.
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DEVELOPER LIFESTYLE 🥂
Solana Pay atlas cafe (san francisco) takeover event. Blockchain in real life : Developer life is good. Crypto web3 blockchain development is where the 💰 is at. We were able to attend a Solana event in person in San Francisco. Most of the events are in Miami, Los Angeles or NYC. It was pretty amazing: free beer, coffee, DJ’ed lounge with NFT wall art, nearly free solana merch (25 cents for trying out the Solana Phantom mobile wallet and USDC on Solana chain), 1 cent softserve ice cream with a huge selection including the gorgeous red shiny cherry dip (courtesy of Buzz wallet in beta and kind of nice slide to pay UI). Atlas cafe gave every one an avocado NFT - a membership / discount token that allows customers to get discounts at the cafe for the entirety of May. Love the Sol beers from Mexico are filling up the fridge - it's the same symbol as the Solana token, clever. The famous Degenerate Ape Academy are on display on beautiful digital canvases on the wall. It's a great idea to get every one hands-on by giving them a small amount of USDC token and allow them to make real purchase right away with a small amount of token. We all got to experiment and get an idea how easy it is to pay with Solana Pay.
https://ml.learn-to-code.co/skillView.html?skill=2OMXXbBZANykefRDuq7W
BLOCKCHAIN BASICS ⛓
What are the layers of blockchain?
Understand blockchain tech layers and stack where do the names we hear fit in: Ethereum, Polkadot, Chainlink etc.
Understand blockchain layers and tech stacks 01 [pro]
https://ml.learn-to-code.co/skillView.html?skill=RAg8mCzZ05Ir0u3yVnge
Understand blockchain layers and tech stacks 02 [pro]
https://ml.learn-to-code.co/skillView.html?skill=cY8kZTgaacy4MVQ1D6vj
What is Ganache? Why Ganache? [pro, ganache, blockchain, web3]
https://ml.learn-to-code.co/skillView.html?skill=vT8EAvWVYMLMHXkCr3dR
OpenSea Developer Platform, Notes from OpenSea Developer Advocate Part 01 [pro]
https://ml.learn-to-code.co/skillView.html?skill=mQCAnCvHzZ6CSNO0ipDw
What’s IPFS? the file storage of NFTs, images, websites and all things decentralized [public]
https://ml.learn-to-code.co/skillView.html?skill=BBul0e3L1e6McpAFpA4a
IPFS intro 02 [pro]
https://ml.learn-to-code.co/skillView.html?skill=oaL2CzSuxuxD6EQxX3Th
IPFS use case [pro] newsletter, updated
https://ml.learn-to-code.co/skillView.html?skill=G5jTUeZJOCRlb0Ijcn9B
Chainlink introduction 02 [public]
https://ml.learn-to-code.co/skillView.html?skill=IKqeZE47DngUyP2LfaoE
Remix online IDE for smart contracts
https://ml.learn-to-code.co/skillView.html?skill=n9V3pwEPMgvl4IBofx37
[public]
What's a DAO [public]
https://ml.learn-to-code.co/skillView.html?skill=ALRvr56MlgefItmQB4kQ
AI AT TESLA 🚗
Fun fact, trivia : these driving footage are from Mountain View and Los Altos both near Stanford, are favorite spots of Stanford students after school and on weekends. Another trivia: Apple map often demos with a local favorite bakery in San Francisco called Tartine. Our founder's tutor used to be a baker there. One thing about living in Silicon Valley is that things you read in the news happen literally around the corner. Magic. Thrilling.
AI at Tesla Part 01 [pro]
https://ml.learn-to-code.co/skillView.html?skill=sfx0MMZvN7r4NaVir6Ov
AI at Tesla Part 02 [pro]
https://ml.learn-to-code.co/skillView.html?skill=c3PDkBiUB32o8idhf92i
AI at Tesla Part 04 Tesla AI components [public]
https://ml.learn-to-code.co/skillView.html?skill=nrjKYBtU4swEGlOQrZSz
What is Tesla hydranet "hydra" neural network architecture? [pro]
https://ml.learn-to-code.co/skillView.html?skill=QMpIlEE776VdWn0vN2oy
Tesla and Pytorch — Pytorch Developer Conference Highlights Part [public]
https://ml.learn-to-code.co/skillView.html?skill=vxqIud4eAEUPDisuWjZ1
DEEP LEARNING MACHINE LEARNING: Σθ
We have revamped our Gradient descent, training loop (training loop explained) landing page with info on back propagation, update function and more. Check it out - linked to below.
Machine learning update function, gradient descent, back propagation, optimizer. How are they related? Let’s answer those questions. Also check out the Uniqtech guide to gradient descent and training loop landing page : https://ml.learn-to-code.co/smart_tutorial_public_machine_learning_training_step_gradient_descent.html
[gradient descent, training loop explained]
Define gradient descent in two sentences
https://ml.learn-to-code.co/skillView.html?skill=TvXTeH5s6nw5HTjO7A6T
Update function explained in details [pro, high quality]
https://ml.learn-to-code.co/skillView.html?skill=SbwHGas0sKegYrbB8XiD
Define back propagation in a few sentences [pro]
https://ml.learn-to-code.co/skillView.html?skill=w6gnd1adkAv4gS311XnF
Google AutoML
https://ml.learn-to-code.co/skillView.html?skill=j8IXedd88xuMX63h640i
Amazon AutoML - Natural Language Processing (NLP)
https://ml.learn-to-code.co/skillView.html?skill=zEXhMy6uP6pA6jUK0UrS
TECHNICAL INTERVIEW 👩🏻💻
Technical interview : design an algorithm to find the square root of a number. E.g. sqr(16) is 4. [public, interview question]
https://ml.learn-to-code.co/skillView.ht ml?skill=FGwHL68GdIoLXJKNlZqW
Rethinking the fibonacci sequence ✅
Technical Interviews: Rethink Fibonacci sequence Part 01 [pro]
https://ml.learn-to-code.co/skillView.html?skill=3dIanBS4HZb5L2YNhiM2
Technical Interviews: Rethink Fibonacci sequence Part 02. Understand how does a simple fibonacci implementation using recursion may never finish. How the call tree grows, and how dynamic programming can help. [pro]
https://ml.learn-to-code.co/skillView.html?skill=9CAChVxR30qiA151APRZ
Technical Interviews: Rethink Fibonacci sequence Part 2.5 [pro]
https://ml.learn-to-code.co/skillView.html?skill=FzJZYqBFcPey88mSAFVX
Technical Interviews: Rethink Fibonacci sequence Part 03. Fibonacci dynamic programming implementation with cache. [pro]
https://ml.learn-to-code.co/skillView.html?skill=ofIY91tPTAftQwc8kzVG
Technical Interviews: Rethink Fibonacci sequence Part 04. Medium article on fibonacci [public] https://ml.learn-to-code.co/skillView.html?skill=NpZ6NteL9QiAGTWc6Bvf
What are stacks?
https://ml.learn-to-code.co/skillView.html?skill=ejVRnWwdU3lDwL0Gl6Ws Use @brave supports us and earn you #crypto $BAT 🦇 #100DaysOfCode #python #datascience
Big O notation for technical interviews [pro]
https://ml.learn-to-code.co/skillView.html?skill=jWWfPPzw6JNuRg4Z1YNP
Big O intro 02 [public]
https://ml.learn-to-code.co/skillView.html?skill=FONyHeV2c0eoFPDfQsq4
Big O interview tips [pro]
https://ml.learn-to-code.co/skillView.html?skill=3aoq7irmLDRhTD1KGWaT
🏆 mini project - Python Generator [pro] Real interview question how does python generator work
https://ml.learn-to-code.co/skillView.html?skill=fqwgoC9vTA9tJXtVvw4l
Launch a simple local development python server [public]
https://ml.learn-to-code.co/skillView.html?skill=ovAfKXdZ6xO7kiWnOpuY
MEME/COMIC of the DAY 🤡
Easy way to remember math functions and graphs
https://www.siliconvanity.com/2022/01/easy-to-remember-math-functions-and.html