Data Science Online Part-Time
Details
This Bootcamp is a deep dive into the fundamentals of data science and machine learning in Python. Throughout the course, you will gain a comprehensive understanding of the entire data science process from end-to-end, including data prep, data analysis, and visualization, as well as how to properly apply machine learning algorithms to various situations or tasks. You’ll also walk away with a portfolio of projects showcasing your data science acumen to prospective employers!
Outline
WEEK 2 Manipulating & Understanding Data
WEEK 3 Foundations Of Data Modeling & Intro To Machine Learning
WEEK 4 Statistical Inference
WEEK 5 Introduction To Machine Learning
WEEK 6 Decision Trees And Random Forests
WEEK 7 Logistic Regression And Regularization
WEEK 8 KMeans, Hierarchical Clustering, And DBSCAN
WEEK 9 Uses Of Dimensionality Reduction
WEEK 10 Gradient Boosting Algorithms And Kaggle Competitions
WEEK 11 Using SQL With Python
WEEK 12 Deep Learning Frameworks
- WEEK 3Foundations Of Data Modeling & Intro To Machine Learning
- WEEK 3Foundations Of Data Modeling & Intro To Machine Learning
- WEEK 3Foundations Of Data Modeling & Intro To Machine Learning
- WEEK 4Statistical Inference
Speaker/s
Marvin John Ignacio
-
Currently taking up Masters-PhD in Computer Science & Engineering at Sejong University, South Korea.
-
M.Sc. Computer Science candidate under Computer Vision & Machine Intelligence Group laboratory at UP Diliman.
-
Worked as AI Engineer.
-
Former Instructor at UP Manila teaching Machine Learning, Deep Learning, and Virtual Reality.
Coding Dojo is an award-winning global education tech company that was first established in the United States of America (U.S.A) and has since helped 6,000+ students successfully transform and kickstart careers, now in the Philippines.
Related Courses
