Assessment mode Assignments or Quiz
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International Students can apply Students from over 90 countries
Flexible study Study anytime, from anywhere

Overview

Graduate Certificate in Data Cleaning and Preprocessing with Orange


Designed for data enthusiasts and aspiring data scientists, this program focuses on data cleaning and preprocessing using the powerful tool Orange. Learn to handle messy data, detect outliers, and transform datasets for analysis. Gain essential skills in data preparation and enhance your data wrangling abilities. Whether you're a graduate student or a working professional looking to advance your data skills, this certificate will equip you with the knowledge and techniques needed to excel in the field of data science.


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Data Cleaning and Preprocessing with Orange Graduate Certificate offers a comprehensive data science training program focusing on essential skills in data cleaning and preparing data for analysis. This course provides hands-on projects and practical skills in using Orange, a popular data visualization tool. Students will benefit from self-paced learning and real-world examples to enhance their machine learning training and data analysis skills. By completing this certificate, individuals will gain a competitive edge in the field of data science and be equipped to handle complex datasets with ease.
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Course structure

• Introduction to Data Cleaning and Preprocessing • Data Exploration and Visualization • Missing Data Imputation Techniques • Outlier Detection and Treatment • Feature Selection and Engineering • Data Normalization and Standardization • Text Data Cleaning and Preprocessing • Time Series Data Cleaning • Handling Categorical Data • Data Integration and Transformation

Duration

The programme is available in two duration modes:

Fast track - 1 month

Standard mode - 2 months

Course fee

The fee for the programme is as follows:

Fast track - 1 month: £140

Standard mode - 2 months: £90

Develop your expertise in data cleaning and preprocessing with the Graduate Certificate in Data Cleaning and Preprocessing with Orange. This program equips you with the skills to effectively clean and prepare data for analysis, leveraging the power of Orange data mining software. By the end of the certificate, you will be proficient in handling messy data and transforming it into valuable insights.


The duration of the program is 10 weeks, allowing for self-paced learning that fits your schedule. Whether you are a beginner looking to enter the field of data science or a professional seeking to enhance your data preprocessing skills, this certificate will provide you with the knowledge and hands-on experience needed to excel in the field.


This certificate is designed to be aligned with current trends in data science and analytics, ensuring that you are equipped with the latest tools and techniques. The hands-on experience with Orange software will give you a competitive edge in the job market, as employers are increasingly seeking candidates with expertise in data cleaning and preprocessing.

Year Data Cleaning Jobs
2019 12,000
2020 15,000
2021 18,000
The Graduate Certificate in Data Cleaning and Preprocessing with Orange is a highly sought-after qualification in today's market. With the increasing volume of data being generated, organizations are in need of professionals with the skills to clean and preprocess this data efficiently. According to UK-specific statistics, the number of data cleaning jobs has been on the rise in recent years, with 18,000 such jobs available in 2021. Professionals with expertise in data cleaning and preprocessing are essential for ensuring the accuracy and reliability of data analysis, which is crucial for making informed business decisions. By acquiring this certificate, individuals can enhance their employability and advance their careers in fields such as data science, business intelligence, and analytics. Overall, the Graduate Certificate in Data Cleaning and Preprocessing with Orange provides learners with the necessary skills to meet the growing demand for data cleaning professionals in the industry. Investing in this qualification can open up numerous career opportunities and help professionals stay competitive in the ever-evolving job market.

Career path