Skip to main content

Summer Break 2017, Day 3 of 83: Naive Bayes?

Did Thomas Bayes ever think a small part to proving God's existence would be used in machines to classify data? I don't know, and most of us don't care. I'm waiting to use this and other algorithms in production to something I can showcase.

Progress

I am almost done with the second lesson of Udacity's introduction to machine learning course. The lesson, titled "Naive Bayes" reveals exactly the topic of discussion. Continuing with my goal, I've taken detailed notes about an example relating to the probability of having cancer based on a test.

Because of my excitement, I've created a Python virtual environment for machine learning-related packages including TensorFlow, Scikit-learn, and numpy. I've already played around with inputting different values into a Bayes classifier.

In terms of scheduling, today was actually a bland day with only four events (besides this) scheduled. Tomorrow has eight activities to occupy my day including learning more about machine learning, learning linear algebra, and working on my introduction to data analysis. 


I'm getting better with the time. I'll probably reschedule my machine learning course earlier in the day to give me time to unwind in the evening. Either way, good night, world.

Comments

Popular posts from this blog

Summer Break 2017, Day 2 of 83: All Hail the Schedule

I think the plan's working; I'm already motivated to accomplish everything I've planned in The Schedule . Thanks to Google Calendar, I have the flexibility to change what I do on a daily basis. (I know, it's like I'm a spokesperson for Google right now, but you haven't seen half of it.) With Calendar's goals feature, I specify frequency and position of goals I want to accomplish, and machine learning ensures the times work out for me. Sure, it's a bit finicky right now, but at least I didn't have to make a hundred something event times for goals that don't have entirely consistent definite start and end time. MOOCs and More Because of my existing knowledge and experience with Udacity , I've decided to use their online courses to enrich my currently unstructured learning. Here's everything scheduled to be completed during the summer: Introduction to Machine Learning (the big one, the real thing I want to accomplish) Introd...

Countdown to I/O

This is going to be the second year I've witnessed I/O live(streamed), from school, nonetheless. While I'm hoping Google announces some bombshell that is going to give them some massive monopoly, I, containing bouts of cynicism inside, expect a bit less. Firebase, Firebase When Google announced Firebase last year, I shook and shivered with excitement. I thought, "An integrated mobile and web development backend I could use to make anything? Sign me up." Of course, Firebase got better with new features like Cloud Functions, but I don't think Google is done with it - they're not even close. While I know just as much as anyone not at Google about the announcements to take place in less than five to six hours, I'm sure Google is going to announce more integration with their Cloud Platform. Cloud Functions was the beginning of Firebase adding functionality to a "consumerized" cloud, if you will. The rest of Google Cloud Platform will be for anyon...

My First AP Test

In around 10–15 minutes, I will begin the AP Physics 1 exam. It's questionable whether I'll obtain a score of five, but I know I can easily obtain a four. Does MIT or Caltech or Stanford or whoever care if I obtain a five? Well, I know MIT doesn't even care if I take the test as they only accept credit for a five on the AP Physics C exam. As for the others, I probably should've done some research. That doesn't matter now. I just looked over my mock test with another highly intelligent student, and we both know we can easily obtain a four. I know how torque works; I know how movement in two dimensions works; heck, I even remember​ how to build a DC circuit. Kirchoff has nothing on me. I know that the junction rule states that a circuit's input current must equal it's output. I understand that resistors have the same current in a series but the same voltage in parallel. I am going to perform very well. (As long as I don't bomb the free-response quest...