Data Analysis And Data Science

Name: Data Analysis And Data Science
Rating: 4.6 (16 reviews)

Utilise Data Analysis And Optimise Data Science To Boost Your Company Insights And Drive Results

Created byExpert Academy

Last updated 8/2024

English

What you'll learn

Understand what the data-driven decision-making process is.
Utilise methods of collating data and how to preprocess it.
Visualise data using a graphical representation.
Implement statistical analysis tools that can be used for decision-making.
Incorporate data into your business strategy and understand how real-life companies transformed themselves.
Learn what supply chain analytics is and its impact.

Course content

3 sections • 7 lectures • 43m total length

Introduction To Data Analysis And Data Science7:04
In this introductory lecture, we will leap into the fascinating world of data science, offering you a fundamental understanding of the course content. You'll explore how data is commonly used across various industries and sectors, revealing its pervasive influence in today's data-driven world.
Download and complete the Introduction To Data Analysis And Data Science Worksheet.

Data Collection And Preprocessing6:53
This lecture will uncover the essential aspects of data collection and processing, providing you with practical knowledge to excel in these critical areas. You will be offered a comprehensive guide to collecting data, where we'll highlight best practices and methodologies to gather high-quality data effectively, whether through surveys, experiments or real-world observations.
Download and complete the Data Collection And Preprocessing Worksheet.
Data Visualisation And Communication7:39
In Lecture 3, we will explore the fascinating world of data visualisation, where you will uncover the power of translating raw data into meaningful insights through visual representation. You'll also become familiar with a range of commonly used tools and software, helping you to select the right tool for your specific data presentation needs, from bar charts to interactive dashboards.
Download and complete the Data Visualisation And Communication Worksheet.
Statistical Analysis For Decision-Making6:13
In this lecture, we will delve into the world of statistics, where you will uncover the key components of statistical analysis. We will look at common statistical methods and explain each clearly, ensuring you grasp the fundamentals of descriptive and inferential statistics. Additionally, we will demystify hypothesis testing, empowering you with the foundational knowledge to make informed statistical decisions.
Download and complete the Statistical Analysis For Decision-Making Worksheet.
Incorporating Data Into Business Strategy6:45
In this lecture, you will explore a comprehensive, step-by-step guide to data analytics, gaining practical insights into how to extract meaningful information from your datasets. Additionally, we will look into a compelling case study example that vividly demonstrates the tangible benefits of using data correctly, showcasing the transformative potential of data analysis in real-world scenarios.
Download and complete the Incorporating Data Into Business Strategy Worksheet.
Supply Chain Analytics6:20
In this lecture, you will uncover an explanation of supply chain analytics, gaining insights into the essential elements that drive efficiency, transparency and resilience in complex supply networks. Furthermore, we will delve into the multitude of benefits that arise from harnessing supply chain analytics, illuminating its pivotal role in optimising operations, reducing costs and enhancing overall competitiveness.
Download and complete the Supply Chain Analytics Worksheet.

Requirements

No specific requirements.

Description

Would you like to develop a data-driven strategy for your organisation? Do you wish to use business analytics to make better decisions in order to achieve company goals? Are you keen to learn how to present your data analysis in a way that engages your audience? If so, this is the course for you!

In a world driven by data, you would be hard-pressed not to learn how to use it to your advantage. You must be able to convert raw data into actionable information that can be used to grow profits and improve your company's operations. Data analysis involves examining information collected from different sources to identify any patterns that can be useful in making business decisions. Just about any type of data can be analysed and used to optimise your business processes. It can help identify production bottlenecks and customer behaviours, and map out a plan of action. Considering that research found that 74% of best-in-class companies use data to make decisions, it is clear that you need to make sure you are up to speed!

Through a series of short video-based lectures, you will embark on a transformative journey where you will learn to navigate the intricate landscape of data-driven decision-making. We will uncover the fundamental principles behind this process, equipping you with the skills to efficiently collate and preprocess data. Through immersive hands-on exercises, you will gain the ability to vividly visualise data using powerful graphical representations. Moreover, we will empower you with a toolbox of statistical analysis tools that are indispensable for informed decision-making. As we delve deeper, you will discover how to seamlessly integrate data into your business strategy, drawing inspiration from real-life companies that have undergone remarkable transformations. Lastly, you will unravel the intricacies of supply chain analytics, grasping its profound impact on modern businesses.

By the end of this course, we are confident that you will have acquired a robust set of skills and knowledge that will empower you to make data-driven decisions effectively and strategically in real-world business scenarios.

So, are you ready to push your business into the future and revolutionise your processes? Enrol now to learn more!

Who this course is for:

Data analysts who want to learn how to use more modern tools and models to process and visualise information.
Business analysts aiming to develop a data-driven strategy for their organisation.
Research scientists interested in harnessing the skills to curate, analyse and predict data.
Entrepreneurs wishing to use their business analytics to make better decisions that will help the company achieve its goals.
Leaders who want to understand ways to develop hypotheses, interpret insights and detect any missing components.

Data Analysis And Data Science

What you'll learn

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Course content

Introduction1 lecture • 7min