Jekyll2022-08-21T06:50:49+00:00https://cmastalli.github.io/feed.xmlCarlos Mastalli - homepageCarlos Mastalli2018-01-23T00:00:00+00:002018-01-23T00:00:00+00:00https://cmastalli.github.io/coursera-machine-learning<p>I’ve recently completed Andrew Ng’s Machine Learning course on Coursera and I am blown away at how clearly he explains and breaks down machine learning concepts and algorithms. I appreciate the level of detail Andrew goes into each of his videos and how he explains the concepts as well as the math behind each algorithm.</p> <p>Here are the topics that were covered in the course:</p> <ul> <li>Supervised Learning <ul> <li>Linear regression</li> <li>Logistic regression</li> <li>Neural Networks</li> <li>Support vector machines</li> </ul> </li> <li>Unsupervised Learning <ul> <li>K-means</li> <li>Principal Component Analysis</li> <li>Anomaly Detection</li> </ul> </li> <li>Recommender Systems</li> <li>Large Scale Machine Learning</li> <li>Advice on building a machine learning system</li> </ul> <p>Along the way, Andrew also discussed various tips that can improve your algorithm and also common mistakes that people make when building machine learning systems.</p> <p>I really appreciate the work put into developing this course and I am glad I decided to take it. I would highly recommend anyone interested in machine learning to definitely take this course as it provides a solid introduction to various machine learning topics and sets a good foundation for jumping into more advanced courses.</p>Carlos Mastalli

I’ve recently completed Andrew Ng’s Machine Learning course on Coursera and I am blown away at how clearly he explains and breaks down machine learning concepts and algorithms. I appreciate the level of detail Andrew goes into each of his videos and how he explains the concepts as well as the math behind each algorithm.

2018-01-22T00:00:00+00:002018-01-22T00:00:00+00:00https://cmastalli.github.io/a-new-beginning<h3 id="new-year-newsite">New Year, New…..Site</h3> <p>I’m currently in the process of updating the look of my site. I’m working on creating a clean page for projects with sections for different topics/technologies and also nice way of displaying my blog posts. I eventually want to add tags to my projects and posts and include a way of viewing all of those tags, but that will come later. I’m still trying to relearn my way around HTML, CSS, and Jekyll.</p> <p>The following are features I want to include for my site:</p> <ul> <li>Project Page <ul> <li>List of all projects</li> <li>Different sections for different technologies used/different topics</li> </ul> </li> <li>Blog Page <ul> <li>Nice way of displaying blog posts. (What’s nice?)</li> </ul> </li> <li>Tags <ul> <li>List of all the tags for posts and projects</li> <li>Click on any tag to jump to all the posts/projects with that tag</li> </ul> </li> </ul> <p>Hopefully I can finish all of this before the end of the week.</p> <h3 id="future-plans">Future Plans</h3> <p>I hope to use this site not only for my portfolio, but also to document and record my progress on different projects/online courses on my path to becoming a Data Scientist. I hope to post a blog post at least every couple of days.</p> <p>That’s all for now!</p>Carlos Mastalli

New Year, New…..Site I’m currently in the process of updating the look of my site. I’m working on creating a clean page for projects with sections for different topics/technologies and also nice way of displaying my blog posts. I eventually want to add tags to my projects and posts and include a way of viewing all of those tags, but that will come later. I’m still trying to relearn my way around HTML, CSS, and Jekyll.