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This is a double-entry accounting primer for software developers who write code to track money. It distills the essence of accounting in an effort to help developers bridge the vocabulary and conceptual divide that exists between engineering and finance.
Accounting for Developers 101
docs.google.com
Education Content
Business Model
Long Term Roadmap
highlighted by
Benson Shen
Copywriter
When we train neural networks we usually use Gradient Descent to optimize the weights. At each iteration we use back-propagation to calculate the derivative of the loss function with respect to each weight and subtract it from that weight. Learning rate determines how quickly or how slowly you want to update your weight(parameter) values.
Everything you need to know about Neural Networks
hackernoon.com
Neural Network
Data Model
Education Content
highlighted by
Bo-Yi Wu
The world of designing moves very fast and constant changes take place here within no time, you have to know the stuff from the core. Read about new tricks and patterns. Concentrate on the design theory to create a sense in what you’re doing.
How to hone your designing skills?
blog.repick.co
Inspiration Content
Design Principles
Education Content
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
Go is a very performant language with great support for concurrency. It is almost as fast as languages like C++ and Java. While it does take a bit more time to build things using Go compared to Python or Ruby, you’ll save a ton of time spent on optimizing the code.
Why we switched from Python to Go
getstream.io
Loading Speed
Education Content
Backend Integration
highlighted by
Bo-Yi Wu
Rick was a very talented developer. Rick could solve complex business logic problems and create sophisticated architectures to support his lofty designs. Rick could not solve the problem of how to work effectively on a team.
We fired our top talent. Best decision we ever made.
medium.freecodecamp.org
Education Content
Inspiration Content
highlighted by
Aki Yu
Developer
Don’t be afraid to write a blog post with their comments in it and point out why you think the actual case is a bit different than what they wrote. Be respectful. If they wrote some good points obviously point those out, too.
6 Tips for Building Relationships with Journalists
bothsidesofthetable.com
Inspiration Content
Education Content
Copywriting
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
Instead of locking into any one solution, they kept on iterating till they found the best way to solve it.
9 things that I learnt from the most successful non-tech founders
hackernoon.com
Education Content
Inspiration Content
What, How, Why
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
The first thing to say is — don’t go into design for the money. It’s true that some design careers are in high demand and can be quite lucrative — but to be a successful designer, first and foremost you need to have a real belief in creating product experiences that enhance people’s lives and help solve the problems they face.
The Ultimate Guide to Becoming A Designer Without Going To Design School
blog.prototypr.io
What, How, Why
Education Content
Inspiration Content
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
Creating immersive WebVR experiences is no longer exclusive for professional developers or 3D modelers. New tools such as Google Blocks and A-Frame mean anyone with little coding experience can design and develop beautiful scenes in 3D.
WebVR is for everyone - This is how to design and develop an experience.
14islands.com
Entertainment Content
Education Content
highlighted by
Benson Shen
Copywriter
Here is an AI that could soon be a more efficient and reliable researcher than a human can.
Artificial Empathy Systems and Design Research at Scale
medium.com
Inspiration Content
Machine Learning
Education Content
highlighted by
Bo-Yi Wu
It's easy to get overwhelmed trying to learn machine learning. There's a lot to learn and too many resources that teach the same content in different and sometimes confusing approaches.
Applied Machine Learning: The Less Confusing Guide
udarajay.com
Education Content
Machine Learning
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
When we dig deeper to the moment of breakthrough, we often find that the result was unintentional.
How life rewards those of us who play
medium.com
Education Content
Prototype
User Feedback
highlighted by
Bo-Yi Wu
A motive claimed by many is that “writing a blog post helps me clarify my thoughts about something”. Whilst this is true and a nice sentiment, I cannot believe that it is what causes someone to sit down, open a new Evernote and start hit hitting the keys.
Lessons from a surprisingly successful blog
robertheaton.com
Copywriting
Inspiration Content
Education Content
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
In this guide we will train a Caffe model using DIGITS on an EC2 g2.2xlarge instance, convert it into a CoreML model using Apple’s coremltools and integrate it into an iOS app.
How to train your own model for CoreML
reza.codes
Education Content
Machine Learning
Data Model
highlighted by
Aki Yu
Developer
Snapchat’s audience is young. But the idea of giving young people what we think they want is not the guiding philosophy of Ms Rohr’s team. Publishers who talk down to the audience, she says, will be punished by poor engagement.
What The Economist learned in its first year on Snapchat Discover
medium.economist.com
Snapchat Ads
Education Content
User Feedback
highlighted by
Kevin Hon Chi Hang
Founder of Alphabag
Related Knowledge
BD 001
Brand Logo
The combination of the symbol and wordmark.
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Brand Narrative
Usually open-ended and invite the reader to become engaged, participate, and personalize an idea.
DM 003
Social Campaign
Consistent branding and voice along with crisis management.
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Conversion Rate
Used to compare the total number of visitors to the overall goal of the ad.
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Post Timing
Optimum timing for posting social posts.
DM 011
Hashtags
Keep them short and make your target audiences easier to find and follow discussions.