Introduction

The need for people knowledgeable in data science and machine learning is fast growing in the data-driven environment of today. Understanding this trend, SUNY Maritime College presents a Bachelor of Science (B.S.) in Data Science and Machine Learning with a Logistics and Transportation specialization. Particularly in sectors connected to maritime and logistics, this degree gives students the tools they need to succeed in many others.

Exploring Machine Learning and Data Science

Combining mathematics, statistics, analytics, computer science, machine learning, and artificial intelligence (AI), data science is an interdisciplinary field used in data collecting, analysis, and interpretation. Extensive insights that guide decision-making and improve operational effectiveness are sought to be extracted. Within artificial intelligence, machine learning is the study of creating algorithms allowing computers to learn from data and make judgments or predictions free from explicit programming.

Program Overview

The B.S. in Data Science and Machine Learning offered by SUNY Maritime College is meant to give students a thorough knowledge of data analysis, machine learning techniques, and their uses in the transportation and logistics domains. Emphasizing practical skills, the program gets graduates ready for problems in the real world.

Highlights of Curriculum

The curriculum addresses a spectrum of disciplines, including:

• Programming languages: Python and R courses equip students with tools for efficiently acquiring, cleansing, organizing, and presenting data.
  
• Mathematical Techniques: Statistical Methods – Students pick up statistical methods to examine data and generate reasonable projections.
  
• Mathematics: Understanding and using artificial intelligence algorithms depend on multivariable calculus and linear algebra.
  
• Artificial Intelligence: The initiative investigates several artificial intelligence techniques, including advanced models like BERT and GPT and Deep Neural Networks.
  
• Industry Applications: Applying data analytics, machine learning, and artificial intelligence to the shipping, logistics, and supply chains companies of today is underlined.
  

The program ends with a capstone course that lets students combine and put their knowledge to use in a thorough project. At completion, graduates have 120 credits.

Economic Prospects

Program graduates have a broad spectrum of professional choices in many different sectors, including:

• Logistics and Shipping: High demand roles include Data Analyst, Data Scientist, and Machine Learning Engineer abound.
  
• Financial services: Data-driven decision-making is absolutely vital.
  
• Healthcare: Predictive analytics and bettering patient outcomes apply data science.
  
• Technologies and Education: Opportunities in software development, artificial intelligence research, and instructional technologies define these fields.
  

Among the top ten growing occupations are those of data scientists, whose labor market is booming. The Bureau of Labor Statistics estimates that an entry-level Data Scientist with a Bachelor’s degree will make $103,500 yearly on average in 2022. From 2022 to 2032, data scientist demand is expected to rise by 35%.

Eligibility and Admission Standards

Students must have a solid basis in mathematics, especially calculus, if they are to succeed in the program. Suggested classes for preparation consist of:

• Graduation marks Pre-Calculus completion.
• Finishing AP Calculus.
• AP Computer Science courses.

Prospective students lacking this preparation are advised to ask the program coordinator for direction.

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Frequently Asked Questions (FAQs)

1. What is the emphasis of the B.S. in Data Science and Machine Learning at SUNY Maritime College?
   
   Preparing students for professions in the logistics and transportation sectors, the curriculum emphasizes using data science and machine learning approaches in these fields.
   
2. What programming languages does the program teach?
   
   Essential for data collecting, cleansing, organizing, and presentation, Python and R are taught to the students.
   
3. What employment prospects greet recent graduates?
   
   In many different sectors, including shipping, supply chain management, logistics, financial services, healthcare, technology, education, and government, graduates can pursue positions like Data Analyst, Data Scientist, Machine Learning Engineer, and Business Intelligence Developer.
   
4. What employment increase for Data Scientists is expected?
   
   Rising by 35% from 2022 to 2032, data science is among the top ten growing occupations according to demand.
   
5. What requirements exist for program enrollment?
   
   One advised is a good basis in mathematics, especially calculus. Pre-Calculus, AP Calculus, and AP Computer Science are suggested prerequisite courses.
   

Conclusion

The B.S. in Data Science and Machine Learning at SUNY Maritime College provides a thorough curriculum catered to the transportation and logistics sectors. Combining theoretical knowledge with practical application in a program helps students to be ready to satisfy the rising need for data science experts. The program’s emphasis on industry-specific uses guarantees that graduates have the tools required to succeed in their fields of work.

See the official SUNY Maritime College website for further information.