Mathematics in the field of data science

Bag code: COMSDS7315021 The mathematics bag in data science is one of the specialized training bags that help trainees understand the relationship between mathematics and data science, and the role of mathematical concepts in data analysis, extracting results, and making data-driven decisions. Training program details: Mathematics in the field of data science Program duration: 3 training days Daily hours: 5 hours Total training hours: 15 hours Target group: Anyone interested in data science, data analysis, and artificial intelligence Program objectives: - Recognize the history of the emergence and development of data science. - Understand the concept of data science and how it works. - Recognize the importance of data science in modern institutions. - Acquire knowledge of the practical stages of data science projects. - Recognize the skills required to work in the field of data science. - Understand the basics of the mathematics specialty and its relation to data science. - Recognize the positives and negatives of studying mathematics as a specialty. - Review prominent mathematicians and their impact on scientific development. Program axes: Unit 1: Data science and how it works - The history of the appearance of data science. - The concept of data science. - How data science works. - The importance of data science. Unit 2: Positives and negatives of data science - Traits of pioneers in the data science specialty. - Positives and negatives of studying data science. - Practical stages in data science. - Fields of work in the data science specialty. Unit 3: Mathematics specialty in data science - An overview of the mathematics specialty. - Personal traits of pioneers in mathematics. - Positives and negatives of studying mathematics. - Prominent figures in mathematics. Contents of the training bag: - Presentation (PowerPoint): 111 slides. - Trainer’s guide: 77 pages. - Trainee’s guide: 67 pages. - Profile file: 4 pages. - Training activities bag: 8 activities. - Mind maps: 1. - Educational images: 10. - Training videos: 3. - Scientific references: 3. - Trainee data forms: 3. - Informational brochure: 1. - Bag contents index: 12 pages. Please click here to view the training bag model.