Showing posts with label AI. Show all posts
Showing posts with label AI. Show all posts

Wednesday, 8 June 2016

The truth about coding bootcamps

I have just completed a 3 month coding bootcamp and gone for a few interviews. People have been asking me about my experience, and if it was worth it? Here are my thoughts.

Before the bootcamp, I knew I had to learn how to code. I had ideas but could never realise them. I started with Codeacademy and online tutorials, but following along got me no where.

I decided to start building, first with Content Management Systems like Wordpress and Shopify, then building web apps from scratch by hacking. "Copy and paste" and "as long as it works" soon became my modus operandi.

Then I realised that wasn't getting me anywhere at all. There came a time when I really didn't know what I was doing. Finally, I decided to throw myself in the deep end...





In those 3 months...




I built more than 6 working projects in 3 months (see them here). Projects I could only dream of were appearing on the screen with lines of code. Projects such as a LinkedIn for Developers, a Market Place, and an AI app that analyses tweets.

I also participated in a Facebook Hackathon and won it with the most amazing team, having fun all at the same time. I got to make new friends and know people from the global tech community, who were surprisingly selfless in sharing their experiences and knowledge. Of course, there was also a lot of hair-pulling(of my own), sweat, tears, and late nights.




It was worth it...


Knowledge


Without the bootcamp, I would not have learnt about the latest technologies, their strengths and weaknesses, their limitations and possibilities, the cost and time they take. Now, I could have a decent conversation with developers or freelancers, and know when someone is trying to pull wool over my eyes. I would know the appropriate technology to use for different purposes (such as which front-end framework to use).


Born to code? 


This will also be where you'll find out if coding is for you; you want a career change, you've heard that tech is the place to be ($$$), but would you really enjoy coding everyday? This is the time to find out, get to know yourself, and your own personality. Some people want to know how the car works, while others are just happy to know how to drive. Some people could spend the rest of their lives coding, while there are those who would never want to see a line of code again.



Best practices 


I got to learn some best practices:

  1. Resources -  official documentation, the Mozilla Developer Network, Stack Overflow were my best friends. 
  2. Debugging - printing out results line by line, making error messages your friend.
  3. Agile Development - keep building and shipping, don't be afraid to iterate. 
  4. Test Driven Development - Use test cases to test your code. Think of all possible cases and scenarios, just as in life. 
  5. Git - Git is a savior for individual or group development. It's like a time machine; I can't imagine programming without Git now. 
These gave me the confidence to build and break code on my own, and not worry about getting stuck.


The reality...


Google? Facebook? Microsoft?

If you do not have a CS degree or a substantial coding background, a coding bootcamp will unlikely get you into the magic circle of Tech (read: Google, Facebook, Microsoft, Amazon) as a developer. You will need at least a couple of years to understand data structures and algorithms, time and space complexities, system design, and architecture.


Not yet CTO


However, it could probably get you to at least Series A of your start-up without a technical co-founder, or help you in finding the right developers. You could almost definitely build a Minimum Viable Product to sell your idea, just not enough to scale the business, a happy problem most people can't even get to.

To sum it up...


It's just the beginning


Ultimately, it depends on the individual. How hard you want to work to keep up. With the same instructor and syllabus, somehow everyone ended up at different places.

I am proud that I threw myself in the deep end and learnt to swim. The waters were deep, cold and unfamiliar, but I just kept swimming. It also just marks the beginning; where we end up is a function of what we do from here.


Keep shipping


For me, I could not have spent a more fulfilling and enriching period in my life. Going forward, I have committed myself to continue coding everyday and learning (my latest undertaking is to build a bot and learn more about AI). I may not be a Bill Gates or Mark Zuckerberg, but I will continue honing the skill. I may have had a late start, but slowly and surely, I will catch up with the hare, as did the tortoise. 


Thursday, 8 October 2015

In search of real growth - Part 2

Here are the next 5 sectors with the potential to propel the American/Global economy into the next decade...

6. Virtual reality (VR)

After the very high profile acquisition of VR headset maker Oculus for $2b by Facebook, Oculus has since launched a mobile VR device with Samsung. Almost at the same time of the acquisition, Sony announced a VR device for its PS4 gaming console, named Project Morpheus. Google is also dabbling with VR by coming up with a low-cost, self assembled headset, Google Cardboard, as well as teaming up with GoPro to create Jump, a 'spherical-video' camera. Nokia came up with a virtual reality camera for making immersive films, TV and games, while VR start-up Jaunt received $65m from investors, including Walt Disney. Apart from entertainment purposes, VR has numerous possibilities for uses in aerospace, education, manufacturing, and industries.

mark zuckerberg oculus
Facebook acquired VR headset maker, Oculus for $2b in March 2014

7. 3D printing

3D printing, aka additive manufacturing, is the next revolution in manufacturing; it will enable the personalized manufacturing of items from jewelry, aircraft parts, precision engineering, architecture, and medical devices at no minimum quantity. The production of prototypes can be done in a matter of days, reducing costs, increasing productivity, and opening opportunities for smaller companies.

Traditional supply chains will also be disrupted via virtual warehousing, which means parts are digitally stored and manufactured only on demand, replacing the current approach of storing thousands of physical parts in warehouses. Witness the shift to the Long Tail, or from mass production to made-on-demand customization. However, the technology has yet to achieve high speeds and quality, which could explain its slow rate of mainstream adoption.

Recently, listed 3D printers such as Stratasys and 3D systems have gone into a slump. This is possibly due to the weight of expectations pressuring the companies into spending more, leading to a contraction in their margins. Likely a long term investment opportunity if 3D printing achieves mainstream acceptance as it has been touted to. HP Inc, the hardware segment of HP, is also making its foray into the industry via their Multi Jet Fusion machines by end 2016.

3D printing: print yourself...or anything!

8. Robotics

Robotics include drones, automation, and Artificial Intelligence (AI). There is reason to be concerned: an Oxford study predicted that 47% of all employment in the US is likely to be automated by 2030; Scientists, researchers, and academics, including Elon Musk and Stephen Hawking, have warned that your Hollywood movie of an AI arms race might come true if autonomous weapons are developed. For less innocuous uses, count on the usual suspects like Apple, Google, Amazon, Microsoft and Facebook to develop machines that chat with you, or drones to deliver your parcel. Google in 2014 paid more than $500m to acquire AI startup DeepMind in the UK. The latest is that Apple bought 2 AI companies in 4 days, snapping up Perceptio, an image recognition technology for smartphones, and VocalIQ, a UK based startup with technology to help computers understand human speech.

The Amazon drone delivering your parcel 

9. Fintech

Financial technology, or Fintech, is making the Banks sweat. Ranging from peer-to-peer foreign exchange/lending/funding, to online payments, to the Bitcoin/Blockchain, fintech startups are picking off the most lucrative parts of the banks' relationships with customers, leaving them as just dumb providers of capital. Apart from the listed Paypal, here is a list of fintech startups to watch. In this list, Square is due to IPO by the end 2015.

And of course, the Bitcoin, or its underlying Blockchain technology (distributed record of any bitcoin transaction ever traded), cannot be ignored after it was announced that 22 major banks have invested in New York fintech firm R3 to create a framework for Blockchain technology in markets; and that Blythe Masters, former head of commodities at JP Morgan, joined Digital Asset Holdings to design software that can make financial transactions more efficient with blockchain technology. More on Bitcoin/Blockchain in another post.

10. Quantum computing

Quantum computing overcomes the limitations of today's computers by applying quantum mechanics to increase computing capacity significantly. Rather than the usual 1 and 0 bits, the qubits in a quantum computer can be in both states at the same time, massively increasing the number of possibilities that can be analysed simultaneously. This means optimising large volumes of data, making advances in AI, where computers can be taught to solve problems and understand language, pattern recognition, and financial analysis. Along with NASA, Google has been testing a system made by Canadian company, D-wave Systems, which claims to have built the first working quantum computer.

The D-Wave quantum computer 

The usual suspects, Social Media, E-commerce, and the Apple/Android application ecosystem have already upended the traditional industries (mainstream media, retail) and will continue to grow and create jobs/value. Notably, Google is involved in 8 out of 10 of the above mentioned sectors!

No matter the state of the economy, we can be comforted that humans have always been able to progress through reinvention, innovation, and adaptability. Would appreciate hearing your thoughts, or if you could help add on to anything I might have missed!