October 20, 2019Deep Learning,machine learning,neural network,AI,ANN,artificial neural network,perceptron,neuronsMachine Learning,Deep Learning
For a more technical explanation on neural networks, refer to one of my older posts.
With the explosion of AI across all industries, Deep Learning has been responsible for many of the major breakthroughs. But for people in non-tech, what exactly is Deep Learning?
Deep Learning is a series of machine learning models based on artificial neural networks.
Okay, we just described what is Deep Learning. However, the definition doesn't define what exactly is an artificial neural network (ANN).
by Joseph Woolf
September 13, 2019Deep Learning,machine learning,AI,O'Reilly,Conference,Keynote,ML,Ethics,Reinforcement LearningData Science,Machine Learning,Deep Learning
Earlier this week, I attended the O'Reilly AI Conference up in San Jose, CA. Wednesday and Thursday started off with keynotes showcasing what companies were currently researching in the field of AI. While I'm no expert in the field, I found four key takeaways from the keynotes.
June 23, 2019AI,Bejeweled 1,PythonProgramming,Python
In part 1, I used OpenCV and Python to load our game and get to the board data. In part 2, I built the basic mechanics for our AI to make moves.
In this post, I'll be going over more advanced mechanisms used to allow our AI to make better moves.
June 11, 2019OpenCV,AI,Bejeweled 1,PythonOpenCV,Python
In my previous post, I was able to get our code to get past the loading screen and get the board information. However, a program that can only grab the board without acting on the information does no good. In this post, we'll be adding the basic mechanisms for our AI to act on the board information. Please note that more intelligent behavior won't be added in this post.
May 26, 2019OpenCV,Bejeweled 1Computer Vision,OpenCV
When I was a kid, I loved to play the original Bejeweled (Diamond Mine). While the game is much simpler than the later releases, I found the music to be the best. Since I just installed Windows 10 on my MacBook, why not try to create an AI playing bot for Bejeweled 1.
March 17, 2019Deep Learning,machine learning,AWS,cloud computingMachine Learning,Deep Learning,Natural Language Processing
With machine learning and AI being very popular and hyped, it's not surprising that cloud providers such as Azure, Google Cloud, and AWS offer services for doing machine learning. These services often don't require the user to delve into mathematically complex topics such as convolutional neural networks and back propagation.
Currently, I'm doing training on AWS for the Associate Developer Certification as part of company training. While the likelihood of hitting machine learning services on the exam is low, I find it to be a good idea to cover an overview in general. I won't go over every services, but hopefully you would be able to distinguish the major ones.
January 30, 2019Deep Learning,machine learning,chatbot,AIMachine Learning,Deep Learning,Natural Language Processing
With the rise of Siri, Google Home, Alexa, and Cortana, it's obvious that there's a demand for chatbots. In the past, chatbots were more of a niche technology due to limited functionality. With recent advancements in computer technology, chatbots have now become practical for everyday use.
January 23, 2019Web ScrapingData Science,Web Scraping
In my previous post, I talked about a proof of concept on developing a self-adapting web scraper. As I was adding onto the project, I was having difficulty adding constraints for improving structure accuracy. After some time, I came to one conclusion: My Initial Design Was Flawed!
January 16, 2019Web ScrapingData Science,Web Scraping
Last year, I created the IssueHunt-Statistics website project on tracking repository, issues, and funding for open source projects. Shortly after, however, the website changed and my project breaks down. I did change the scraping code to bring back functionality, only for it to break down again a little while later.
I now have a problem. I don't want to always spend time constantly reworking the scraping code to make it functional. I wonder if I could automate this task?
December 6, 2018Exploratory Data Analysis,Data Analysis,Open Source,IssueHunt,React,MySQL,NodeJS,Web ScrapingData Science
To keep up with advances with technology, one activity that software engineers often do is contribute to Open Source. I'll be restricting this to only contributing to other existing projects, not your own projects.
However, there are some obstacles when contributing:
Some would see not contributing to Open Source as selfish. After all, you get to use free tools and you should be grateful. I honestly don't like this line of thinking. Not everyone wants to spend their entire time programming. Some projects have contributing policies that are a hassle to deal with. Some would like to do a side hustle and earn extra money.
Fortunately, there a couple websites that focus on earning money while contributing to Open Source. I ran across a few different sites:
For this post, I'll be mainly focusing on IssueHunt.