Log of learning from enrolled online courses. This serves as a personal tracker to check progress in learning enrolled courses. I have recieved a sponsor from Department of Science and Technology for Certification so I need a place to organize my notes and organize my progress as well.
I also have started a few days prior so most logs starting from Day 1 are no longer from beginning but still in Week 1.
- Data Science - John Hopkins University
- Machine Learning (Standord University)
- Improve Your English Communication Skills
- Write Professional Emails in English
- Speak English Professionally in Person, Online, & on the Phone
Data Engineering with Google CloudIntroduction to MongoDB- Python for Everybody - Using Python to Access Web Data
- Developing Applications with Google Cloud Platform Specialization
- Django for Everybody
Today's Progress:
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Data Science
- Week 2 R studio Tour
- Installing and intro to R and R-studio
- Explored the R studio Interface, run a sample script.
- Currently using ubuntu virtualbox as work machine for R studio.
- Learned how to use help search feature.
- Week 2 R studio Tour
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Machine Learning
- Supervised Learning introduction
- Unsupervised Learning introduction
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Reinrolled Python Specialization Course
- Since I finished the Part 1 and Part 2 already 3 years ago, I think it would be good to continue finishing the remaining courses within the specialization.
Today's Progress:
- English (Write Professional Emails in English)
- Learn about proper formats in subject line
- Email Introduction, Text Body, and Conclusion
- Done with assignment in writing email with subject, introductionm and conclusion.
- English (Speak English Professionally)
- Learn about sentence stress and intonations.
- Learned about elevator speech.
Need to think of elevator speech for assignment. XD(Alright it turns out I just need to write a speech instead of recording. I'm not prepared for that). - Done with assignment for elevator speech.
- Data Engineering with Google Cloud
- Week 1: Create a vm instance and storage bucket
- Run sample script to fetch data from usgs earthquake data and save to bucket for viewing.
- Week 1: Create a vm instance and storage bucket
Today's Progress:
- Data Engineering with Google Cloud
- Lab assignment. Create a dataset from USA names and query using BigQuery
- Learn about Storage Classes
- Machine Learning
- Learning about Model representation. Having problem Linear Algebra. Need to recall highschool lessons in regards to linear algebra.
Today's Progress:
- Python
- Regex refresher. Done with quiz
- Machine Learning
- Somehow got the model representation but moved schedule. Need to recall lessons in linear mathematics
- Data Science
- Learn more about Rstudio package installation
- Data Engineering with Google Cloud
- Learn about Big Data and ML products.
- Introduced with recommendation system as case study for machine learning that will be built on the next chapters.
Today's Progress:
-
Django for Everybody
- Enrolled in new course.
-
Data Engineering with Google Cloud
- Done with lab exercise of migrating an existing data to Google SQL and creating a job with Google Spark ML to create a recommendation system for a user.
- unfortunately I had to drop course due to lack of experience in terms of data analytics. While the course discusses step by step implementation, I am having a hard time understanding how Data Analytics works. To make the most of GCP Free tier I enrolled in Developing Applications with Google Cloud Platform Specialization instead which I believe aligns on my current experience as an application developer
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Developing Applications with Google Cloud Platform
- Learn overview about regions, billings, and services
Today's Progress:
- English (Writing professional email)
- Introduction and Announcement letters
- Written quiz for introduction letter
- English (speaking)
- Introduction to speaking in video conference
- Developing apps in GCP
- Learned about IAM Roles
- Google Cloud resource heirarchy
Today's Progress:
- Developing apps in GCP
- GCP Marketplace
- GCP Cloud Shell
Today's Progress:
- Developing apps in GCP
- Deploy LAMP stack to GCP Lab Exercise.
Today's Progress:
- Data Science Toolbox:
- Learn about connecting Gitlab to Rstudio
- Python
- Use
socketto learn about tcp connection.
- Use
Today's Progress:
- Django:
- Django configuration and installation on pythonanywhere.com
- Python:
- Learn basic web scraping with Beautifulsoup
- Learn different encoding used in python.
- Data Science:
- Types of Data Science questions and experimental design.
- Learn about basic big data concept. (significance and development)