22/07/2024
Meet Ashner Gerald Novilla, a Data Science mentor at Xccelerate ๐๐ป
๐ ๐ช๐ต๐ฎ๐ ๐ฎ๐ฟ๐ฒ ๐๐ต๐ฒ ๐ธ๐ฒ๐ ๐๐๐ฟ๐ป๐ถ๐ป๐ด ๐ฝ๐ผ๐ถ๐ป๐๐ ๐ถ๐ป ๐๐ผ๐๐ฟ ๐ฐ๐ฎ๐ฟ๐ฒ๐ฒ๐ฟ ๐๐ต๐ฎ๐ ๐น๐ฒ๐ฑ ๐๐ผ๐ ๐๐ผ ๐ฑ๐ฎ๐๐ฎ ๐๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ฒ?
๐My journey began with a strong foundation in mathematics, statistics, and computer science. Exposure to programming and analytical thinking during my undergraduate studies was the first step. I furthered my education with three masterโs degrees.
๐ My first job as a data analyst or junior data scientist gave me hands-on experience. Working on real-world projects, handling large datasets, and developing problem-solving skills were key turning points.
๐ Working in different countries like the Philippines, India, Malaysia, and the UAE as a Data Analyst, Data Scientist, and AI and Big Data Engineer allowed me to meet many professionals in my field. This networking opened up job opportunities and gave me valuable insights.
๐ค ๐๐ฟ๐ฒ ๐๐ต๐ฒ๐ฟ๐ฒ ๐ฎ๐ป๐ ๐ฒ๐บ๐ฒ๐ฟ๐ด๐ถ๐ป๐ด ๐๐ฒ๐ฐ๐ต๐ป๐ผ๐น๐ผ๐ด๐ถ๐ฒ๐ ๐๐ผ๐ ๐ฎ๐ฟ๐ฒ ๐ฝ๐ฎ๐ฟ๐๐ถ๐ฐ๐๐น๐ฎ๐ฟ๐น๐ ๐ฒ๐
๐ฐ๐ถ๐๐ฒ๐ฑ ๐ฎ๐ฏ๐ผ๐๐?
๐Tools like Google AutoML, PyCaret, and H2O.ai are making it easier to develop machine learning models with less manual intervention.
๐Federated Learning is also exciting! Itโs a a distributed approach to machine learning that allows models to be trained across multiple decentralized devices while keeping data and localized.
๐ก ๐ช๐ต๐ฎ๐ ๐ฎ๐ฑ๐๐ถ๐ฐ๐ฒ ๐๐ผ๐๐น๐ฑ ๐๐ผ๐ ๐ด๐ถ๐๐ฒ ๐๐ผ๐บ๐ฒ๐ผ๐ป๐ฒ ๐น๐ผ๐ผ๐ธ๐ถ๐ป๐ด ๐๐ผ ๐๐ฟ๐ฎ๐ป๐๐ถ๐๐ถ๐ผ๐ป ๐ถ๐ป๐๐ผ ๐๐ฎ๐๐ฎ ๐ฆ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐ณ๐ฟ๐ผ๐บ ๐ฎ ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ ๐ณ๐ถ๐ฒ๐น๐ฑ?
๐ Work on personal projects, participate in Kaggle competitions, or contribute to open-source projects.
๐ Join data science communities, attend meetups, and connect with professionals on LinkedIn.
๐ Earning certifications from recognized institutions can add credibility to your resume. Consider certifications from organizations like Google, Microsoft, or IBM.
๐ Gain hands-on experience through internships or entry-level positions. This experience can be crucial for breaking into the field.