Introduction - Personal & Professional Journey - Definitions What is Data Science? - Data Jiujitsu Agenda - Education Essential skills and traits of an - Continued Learning elite Data Scientist - Passion Project - Traits - Amazing Tale Real world Data Science - Dr. Google Applications and Challenges - Challenges - Technological advancements Future of Data Science - Precision Medicine
What is Data? Structured data Unstructured data
Education Pick a relevant major Pick the right classes Real world Application Continued Learning Preferably STEM major: Math, Focus on two main subjects Show genuine interest in the Graduate School is almost Statistics, Engineering or during undergrad: Statistics focus of research mandatory for Data Science Physical Sciences and computer science Placement Display curiosity by talking Major doesn’t have to be Data Science courses include: with professors after class or ~91% of Data Scientist specifically math-focused and Time Series & Categorical office hours placements are from graduate data-focused, but you must be Data Analysis, Survival program able to apply data to the field analysis, Supervised & Participate in Professor led you study. Unsupervised ML methods research or create your own Continued learning even and Multivariate Data Analysis passion project beyond traditional schooling Programming Language & Learn from doing and early Tools: Python, R, SQL, SAS, failing (build confidence) EXCEL macro language (VBA) & JMP
Co Conti tinued ed Lea Learning • Kaggle Competitions • Crowd source platform to attract, nurture, train and challenge data scientists from all around the world to solve data science, machine learning and predictive analytics problems • Online Learning Portals: Data Camp • Learn data science at your own pace from real world examples • Online Certificate Programs • MIT Certificate Program: Data Science & Big Data Analytics • https://learn-xpro.mit.edu/data-science • DOJO: Data Science & Data Engineering • https://datasciencedojo.com/ • Annual Conferences • Example: Predictive Analytics Workshop • https://www.predictiveanalyticsworld.com/machinelearningweek/worksho ps/predictive-analytics-applied-an-online-introduction/ • Industry led experts provide pertinent trainings and discuss new trends and discoveries in Data Science • Students can get full scholarships or super discounted rates!!
Example of a Passion Project
1GB = 1024 MB
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