More books

 

Play Bigger 

Every year, I respect marketing, messaging, sales, and communications more

Best books:

- Pitch Anything (Klaff)
- Nobody Wants to Read Your Sh*t (Pressfield)
- Positioning (Ries, Trout)
- Influence (Cialdini)
- Scientific Advertising (Hopkins)
- Priceless (Poundstone)

— Patrick OShaughnessy (@patrick_oshag) May 30, 2021

Trashcon

 

Trashbot segregates trash, so the recyclable waste can be used for value generation.

Embodied moxie

 Moxie is a social robot for childhood development. its down to $1199 now. 

How embodied brought moxie to market at the lowest price possible

 

KIT KAT DUOS Mocha Crème and Chocolate Wafer Candy

The Mocha Creme and Chocolate might make you skp the Starbucks Run. Key Lime pie kitkat tasted like cardamom.

Machine learning courses

 

100% free machine learning courses:

- MIT 6.S191 Introduction to Deep Learning
- DS-GA 1008 Deep Learning
- UC Berkeley Full Stack Deep Learning
- UC Berkeley CS 182 Deep Learning
- Cornell Tech CS 5787 Applied Machine Learning

Top-notch. Google them. Pick one. Finish it.

— Santiago (@svpino) May 30, 2021

kaggle courses 

Scooter Luggage

 

Scooter Luggage

How fun would it be, to scoot your luggage like this.

Here is a video of Modobag.

While its cool that you can cruise on your luggage, you could only do this when there is no crowd.

 

They Made America: From the Steam Engine to the Search Engine: Two Centuries of Innovators

Gary Kildall and his role in PC industry.

 

Positioning: The Battle for Your Mind

“Positioning” is one of the most important books I’ve read.

“The basic idea is not to create something new and different, but to manipulate what’s already in the mind, to retie the connections that already exist.”

E.g. this is how we came up with the term “Custom Indexing” pic.twitter.com/vJpIZoep1Z

— Patrick OShaughnessy (@patrick_oshag) May 29, 2021

Leading Matters: Lessons from My Journey

 

Leading Matters: Lessons from My Journey from John Jennessy of the Computer Architecture fame.

Transcript

Watching Movies to make you a better writer

BattleTech: Honor's Gauntlet (BattleTech Novel) by Bryan Young

 Watching Movies to make you a better writer from Virginia Piper writing center

1. Suspense Vs Surprise.

2. Characters talk to each other not to the audience.

3. Telling the story of your main character through the other characters.

4. Scene Polarity from negative to positive.

5. A Romantic Comedy, With Zombies mashup of genres which teaches more than the study of individual genres.

My tip: Read the story on wiki and then watch the movie. Then you will understand how sometimes when characters are collapsed or new characters are bought in, to include more audience. The Lost World

Cellular is one movie where I sat down to jot scene transitions.

Adventures in the Screen Trade: A Personal View of Hollywood and Screenwriting and Which Lie Did I Tell?: More Adventures in the Screen Trade by William Goldman books.

Steven Kign and Chuck Palanchuik on Writing.

Chiplets

What are chiplets?

Chiplets Adoption white paper

Crayola Unicorn Canvas Paint Set

 

Crayola Unicorn Canvas Paint Set, Gift for Kids, Ages 3, 4, 5, 6, Multi-Colored, One Size

This was a kindergarten graduation gift. Kids enjoyed coloring this. They can get creative with color choices.

Fighting phantom limb pain

 

First-Hand Experience: Deep Learning Lets Amputee Control Prosthetic Hand, Video Games 

This was done using Nvidia Titan GPU along with Nvidia Jetson

Another crowd-sourcing platform had started to look at engineering a hologram solution to extend the mirror box therapy.

Understandably, people were tired of doing the same movements all day.

Synopsis of an engineering solution for a painful problem Phantom Limb Pain

If you need some movement, Apple watch motion sensor now controls a cursor. Think of it as solving a maze with your body.

 

How Indian MIT and IIT Graduates Have Shaped Computer History

To the Digital Age: Research Labs, Start-up Companies, and the Rise of MOS Technology (Johns Hopkins Studies in the History of Technology)

 

To the Digital Age: Research Labs, Start-up Companies, and the Rise of MOS Technology (Johns Hopkins Studies in the History of Technology) by Prof Ross Knox Bassett

Nvidia Q1 2022 Earnings report

 

PNY NVIDIA Quadro RTX 4000 - The World’S First Ray Tracing GPU

Nvidia q1 2022 earnings

 Interest in ray-tracing is growing

" And gaming is no longer just about gaming -- it's infused into eSports, art, social activity. It has a very large cultural impact."

T4 and A100

 

CGear Sandlite Sand-Free Beach Mat Marine Blue

cgear sandfree technology is a dual layer fabric which trpas the sand and does not let it back up on to your summer fun at the beach. "This was originally developed for military helicopters in desert warzones."

 

The Power of Positive Deviance: How Unlikely Innovators Solve the World's Toughest Problems

Positive Deviance was used to solve malnourishment in Vietname from 90 to 10% by looking at those 10% who were not malnourised to begin with. 

Plant detection with ML

 Plant dataset

plant identification using tensorflow

Plants meet machines: Prospects in machine learning for plant biology

Embeddedvision summit 2021

 Embeddedvision summit 2021

 

Transfer Learning

Minard

The Minard System: The Complete Statistical Graphics of Charles-Joseph Minard

Edward tufte

Saw this picture on the wall of Vijay janapa reddi and always wondered what it was.. now I finally know. Its seminal flow map of Napoleon's 1812 march into Russia by Charles- Joseph Minard, made famous by Edward Tufte.

Accelerators

 Inference Accelerator

video accelerator

Anatomy of AI

 anatomyof.ai

Alexa

Event driven Cameras

 Event cameras where are they now?

Can we use a wake word to start a camera?

Far field speech recognition market to grow to $3.5B by 2024.

Far field automatic speech recognition

Developing a moat with computational speech value chain

On Front-end Gain Invariant Modeling for Wake Word Spotting. https://t.co/LgXcNT2QPs pic.twitter.com/CIwUOioZYC

— arxiv (@arxiv_org) October 15, 2020

Face recognition using tinyML

Vision tank pitch videos

Applications of tinyML

tinyML courseware

 Applications of tinyml

Course 2 of 3 part course on timyML Professional certificate- Harvardx tinymachine learning.

Sensor types - 3Vs - Voice, Vision, Vibration

Supervised Learning

Auto Encoder , a special type VAE can be used to generate synthetic data.

RT Anomaly Detection using AutoEncoders. A Walk-Through in Python. https://t.co/fHIbrnHCR5 #Advanced #Autoencoder #DeepLearning #Python #Anomalydetection pic.twitter.com/m9YtC7yu8L

— Reluctant Quant (@DrMattCrowson) May 20, 2021

ML Lifecycle

ML Workflow

tensorflow saved_model

tensorflow lite for microcontrollers 

Load and run a model in python

Transfer learning saves time as well as makes up for less data by finetuning a pretrained model  to detect new classes of objects.

Solve the need of dutch reach - camera or motion sensor, requiring input from inside the car before opening the door.

Smart youtube channels

 

YouTube channels that'll make you smarter:

Vsauce
SciShow
Big Think
CGP Grey
Tom Scott
Veritasium
Polymatter
Qualiasoup
Kurzgesagt
Mark Rober
Numberphile
Crash Course
ASAP Science
Minute Physics
PBS Space Time
Smarter Everyday

Reply with more channels

— Atharva Kharbade (@athrvakhrbde) May 23, 2021

How much should a nation invest in an industry

 Underinvestment in semiconductor industry

Suply chain issues

Lumber industry

Housing Market

Oil market

tinyML vision challenge

 

IoT central

 iotcentral videos

Starting Javascript

 

Follow this quick steps to get a taste of JavaScript

- Open your browser
- Right click anywhere
- Inspect
- A window will come
- From the top navigation bar, go to console

Here you can write JavaScript code pic.twitter.com/Rm7NgNFJD2

— Pratham (@Prathkum) May 22, 2021

μNAS: Constrained Neural Architecture Search for Microcontrollers

 μNAS: Constrained Neural Architecture Search for Microcontrollers

Languages for Machine Learning

 

for anyone:
sql for datastorage
python for writing the ml pipeline the exposing it over an api
javascript for interacting with that api

— Mr.Simi (@mr_similOluwa) May 22, 2021

 

From Predators to Icons: Exposing the Myth of the Business Hero

"An entire generation of French entrepreneurs was gathered" at an NCR seminar for "modern marketing methods" in Ohio in 1962.

"Four of the participants were later among the ten wealthiest in France, and the 500 wealthiest in the world." pic.twitter.com/maU6NtVXfa

— Frederik 'Neckar' (@NeckarValue) May 22, 2021

Machine learning use cases

 Machine learning use cases

Braille to text algorithm

The algorithm for Braille to text engine 

Bird identification

 

🌍 TensorFlow Hub helps build ML solutions with real world impact.

In this Session, we'll use:

🔊 Audio models to detect poachers in Cameroon
💬 Multilingual models for text understanding in India

and so much more!

Learn how → https://t.co/h1pi9C9Wli#GoogleIO pic.twitter.com/46JCoEXDa8

— TensorFlow (@TensorFlow) May 20, 2021

Another tinyML course from Harvard

 CS249r: Tiny Machine Learning Applied Machine Learning for Embedded IoT Devices

Enter the TensorFlow Lite for microcontroller Challenge

 

Building with TensorFlow Lite for microcontrollers | Workshop

Enter the Tensorflow for Microcontroller challenge

google creative lab github

IMU sensor

Web BLE

Deep Cytometry

Adaptive subsampling

Resnet for leaf identification

Visual wake words with tensorflow lite

tinyMLSummit 2021 slides

Magic Wand

All TinyML

tinyml Datasets pg 36

 

Text Mining with R: A Tidy Approach

R, Part III

If you want to do machine learning at all, Tidy Modeling with R by @topepos and @juliasilge is already amazing (and the book isn't even technically done!) The tidymodels ecosystem is also 🔥https://t.co/LNMOzSGQ2N

— Dr. Michael Mullarkey (@mcmullarkey) May 19, 2021

 

Python Data Science Handbook: Essential Tools for Working with Data

Python Data Science Handbook

Python Data Science Handbook.

An excellent book for those seeking an introduction to data science and machine learning.

Chapters have been converted to publicly available Colab notebooks.

Covers:
- NumPy
- Pandas
- Matplotlib
- ML algorithmshttps://t.co/KjBpsDhDDJ pic.twitter.com/QEyKcXXjkm

— elvis (@omarsar0) May 18, 2021

TFlite for microcontrollers

 Experiments with Google

Real Made Overnight Oats

 

Real Made Overnight Oats | No Sugar Added | Certified Organic Non - GMO | 100% Plant Based Ingredients, Great Source of Protein and Fiber, 5 Count, 2.12oz Packs (Apple Coconut)

Real made Overnight oats to learn more about the company.

 

Spire Stone: Stress Management and Activity Tracker for iOS & Android

yesterday I was in a yoga session of Ashtanga yoga where I learned about shallow breathing, diaphgrammatic or the abdomen breadthing, chest breathing and shoulder breathing.

Then I wondered if there is a way to know how we are breathing. There might be other more helpful and budget friendly ways to incorporate good, deep breathing into your life.

When I am walking in the park, I try to focus on deep breathing.

 

The Referral Engine: Teaching Your Business to Market Itself

When you are growing a company, at some point you have to think of what referral program you should follow.

The best we heard is from Dropbox.

Next in line is Netflix with ways to improvise it.

Clubhouse has done it well recently,

Viral coefficient can be used to find the number of new users the average customer generates. 

Deep Dive from Reforge.

How clubhouse does retention

If you want to do some research

 

Tag yourself - I'm analogies https://t.co/MHxKsAC9ie

— Alexander J. Sutherland (@Alex_Does_Math) May 17, 2021

Alpha Foods Chik'n patty

 

Alpha Foods Chik'n Nugget + Burger Variety Pack | (Pack of 8) | 100% Vegan, Plant-Based Protein | Breaded Chicken Nuggets | Breaded Chicken Patty | Frozen Meat Substitute

Had this chikn not chicken plant food patty for snack. It was yum with tamarind sauce. It has the same texture of the chicken patty. Eating it without worrying about the quality of the meat is fun.

Google Teachable Machine

 Google teachablemachine

Fundamentals of tinyML

 Fundamentals of tinyML Harvard course

Always on ML use cases

Wake-word and keyword spotting

Knowledge distillation

Feature selection and swiss roll projection technique

tinyML FPGA implementation talks about paring down to Accumulator, removing FPU which are some of the challenges of ML in tinyML.

Learning Rate = stepsize

Loss function

tensor flow in google colab

Gradient Descent in tensorflow and tinyML google colab

Types of neural networks

Fun to run this program

had to add 

import tensorflow as tf

import keras

import numpy as np

It took it as

import tensorflow as tf

import numpy as np

from tensorflow import keras

2.2

flatten

activation

relu

softmax

dense

2.3 Exploring Machine Learning Scenarios

CNN

Recurrent Layers

LSTM

Pooling

Feature Extraction

Yoga pose classification using Deep learning

DNN

2.4 Building computer vision model

tensorflow datasets

Dropout to prevent overfitting

tinyML colabs

Recognizing handwritten MNIST digits on an Arduino with 2KB RAM using the LogNNet neural network: https://t.co/24RhP9tZRE #tinyML pic.twitter.com/QUwcmKuU8n

— Edge Impulse (@EdgeImpulse) May 18, 2021

Visualising and understanding convolutional Networks

Visualizing what convnets learn

Recap

Neural Network

Gradient Descent

Loss Function

Kernels, Filters

CNNs Vs DNNs

Training

Inference

Features

Overfitting

Data Augmentation

Preprocessing

Training Data, Validation Data, Test Data

Classification, Regression

Quantisation

 

TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers

Introduction

6 chapters

Never stop learning

tinyML Talks: Build an Edge optimized tinyML application for the Arduino Nano 33 BLE Sense

TinyOL

2021 summit events

Arduino Nano and edge impulse

sparkfun, better done with other boards based on reviews.

Everactive

Projects

speech recognition - change to barks

Detecting gestures with motion sensor

Detecting people with camera sensor - change to dogs

tinyml github

Applications in  agriculture, space exploration, medicine, consumer goods.