Teaching begins with a conceptual introduction to science, data science, big data and machine learning; followed by a litany of real-world data science and machine learning examples.
Overview
Fundamentals of Data Science is a three day overview course which blends discussion and group exercises to explore the field of data science with applied real world examples and projects.
Teaching begins with a conceptual introduction to science, data science, big data and machine learning; followed by a litany of real-world data science and machine learning examples.
The remainder is divided into two parts: introduction to Python, and the application of the language in building a Machine Learning model (including data preparation, statistical tests, feature engineering, modelling and evaluation).
Prerequisites
Delegates attending this course should have technical skills such as application or SQL programming – expose to Python or R would be advantageous.
Course Outline
Intro to Science and Business
Intro to Big Data
Intro to Machine Learning
Intro to Mathematics
Intro to Statistics
Intro to Python
QA delivers training, apprenticeships and tech skills to UK companies large and small. We believe everything starts with our learners – transforming their careers, and their lives, is what motivates us.
We are specialists in technology – providing a comprehensive suite of talent and training services helping individuals and companies to be winners in the digital revolution.
More than 439,000 people learned with QA in 2022. We deliver services to over 3,500 organisations, representing a significant portion of the FTSE 250.
We have leading practices in agile, cyber security, cloud and DevOps – as well as many other technology specialisms. In addition, our deep-rooted vendor partnerships mean that we deliver 70% of the UK’s cloud training and are a Microsoft Gold delivery partner.
We specialise in the people side of technology transformation – our training programmes help businesses to upskill or reskill their existing employees and our talent services are used to identify, recruit and skill-up diverse technology talent.
We acquired Cloud Academy in 2019, expanding our reach into the US. Cloud Academy is a leading digital training platform, featuring guided learning paths, hands-on labs and skill assessments.
The platform supports not just our clients and their learners but also our apprentices and consultants on their skills journey, ensuring learning extends beyond the classroom and is embedded in developing workplace skills.
We are passionate about progress because we can see the bigger picture. Plotting the road ahead. Pushing the boundaries of learning. Powering potential.
Our Microsoft Power BI Desktop Introduction course will introduce delegates to Power BI which is a cloud-based business analytics service that allows you to gather, shape, analyse and visually explore data.
Data Science R Training is one such training program that will help you to learn R Programming for Data Science from basic to advance level. This training program will let you learn how to use variables, matrix, functions and other models of R programming required for Data Science.
DAX (Data Analysis Expression) is a customised formula expression language and can be integrated with different BI (Business Intelligence) and Visualization tools. Power BI DAX is one such powerful application tool developed and released by Microsoft. DAX is also familiar as a functional language, ...
Learn the general principles of AI, its potential implications, and capabilities and how to assess AI products and services from multiple angles.
This course will discuss the various methods and best practices that are in line with business and technical requirements for modeling, visualizing, and analyzing data with Power BI. The course will also show how to access and process data from a range of data sources including both relational and ...
© 2024 coursetakers.com All Rights Reserved. Terms and Conditions of use | Privacy Policy