Hello,
Welcome to the 24th Episode of Weekly Dev Journal. Here you will get some useful resources, interesting articles, and my learnings in the programming world.
Learnings:
1 - Coding:
Although I work mostly on Figma this week, I still code some projects.
First, was the Machine Learning project which I will discuss in Machine Learning Section later in this episode.
Second, I haven't experimented with Socket IO so this week, I dedicated some time to get familiar with it. Maybe I will use it in my future projects.
2 - Machine Learning:
Nowadays, I am learning Machine Learning by watching courses, reading blogs etc.
The thing is this is a vast field and complete my 1st course and I was having difficulty understanding it as It was Statistics, Probability and other Math stuff.
I made my first ML project which was "Classify Song Genres from Audio Data".
Basically, I have song data that consists of different songs of two genres "Hip-Hop" & "Rock".
I need to pre-process the data, make a model, train it and predict to test the accuracy and result.
I ended up with this:
I made two models, Decision-Tree and Logistic Regression. And Logistic Regression gave more accuracy of 78% than the Decision-Tree which was at 75%
Besides this, I started a new course on DataCamp & thinking of starting a new ML project to get more familiar with concepts that I have learned but have confusion with some concepts.
Here are some of my projects ideas to try out:
Sentiment Analysis
Recommendation System (Maybe Movies, Music, Books, Posts etc)
Spam Email Detection (Like GMAIL, YAHOO)
Medical-related project (Suggestion if you have any medical-related machine learning project)
I made a repository to save all of my ML progress, learnings and projects in one place. You can check that out if you want:
https://github.com/HussnainAhmad1606/Psycho-AI-Universe
3 - Team Project:
Previously,
I wrote about it in EP # 23 that I have started a new project with my friends.
The previous week, We worked on the Design part of the idea.
Now this week, we have a plan of making MVP for our idea. This would be the product with minimum features that can explain our idea to users.
Quote of the Week:
Here is the quote for this week.
Work on your DREAMS like your LIFE depends on it.
Articles:
These are some articles that I have read and you can read too:
Unity is Game Engine to make medium to high-end games. Here is the article on Why Unity is the best in Game Dev Field:
https://hackernoon.com/why-i-believe-unity-is-the-best-development-engineI found a team of developers that made some Models. Here is a complete article on the models:
https://hackernoon.com/nightmareai-a-peek-at-their-best-models
Hope you like this episode. Make sure to share it with your programming friends. You can also give your valuable feedback by commenting below.
See you in the Next Episode :-)
xx Psycho