Zürich City Business School’s Data Science course is specifically developed for people who desire to acquire knowledge and competence after receiving their High School Degree/Diploma. This Award laces the student with the knowledge with respect to Worldwide Occupational Standards and increasing job oriented skills in varied professional environments.
This award also equips them with transferable skills and necessary knowledge for concurrent business sector across the globe.
Each module comprises different stages of assessment and learning with the right content. It also advises and guide students for the right delivery with relevant references.
As a student, you will gain a balance of solid theoretical knowledge, and practical skills and application including programming in python, which is one of the most popular programming languages for data science, statistics, data analysis, probability and machine learning. The course’s end project will make you industry ready and will be excellent preparation for careers in a range of data science jobs.
By the end of the programme, data science students will:
· Gain the basics of the data science process, from collecting data, pre-processing it (cleaning/correcting it), performing exploratory data analyses, visualizing data, and sharing analysis results
· Be skilled in using data-analytics techniques and making statistical inferences based on statistical data
· Learn about acquiring, querying and understanding the basic properties of data, analysis, how to extract insights from data and how to report the results
· Be competent in python programming in data-analytic contexts: design, code, and test small Python programmes
· Implement data collection and management scripts using SQL
· Build predictive models using a variety of machine learning techniques and algorithms
courses in Data Science, basic high school level subjects are the minimum requirement. Additionally, an interest in statistical analysis and programming will help you master the skills needed to become a Data Scientist.
1. Data Science Foundation
2. Python for Data Science
3. Data Visualization and Visual Analytics
4. Statistics for Data Science
5. SQL for Data Science
6. Machine Learning
7. Optimization for Machine Learning
8. Natural Language Processing
9. Time Series
10. Neural Networks and Deep Learning
11. Model Deployment
12. Final Project
Data Science
Certificates are specially designed for students who have completed their higher secondary / tertiary qualification from schools and want to acquire sufficient knowledge and competence prior to initiate their degree programme in Universities. This qualification provides underpinning knowledge for the national Occupational Standards and enhancing employability skills in work places.
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