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

Certified Specialist Programme in Feature Engineering for Big Data

Designed for data professionals seeking to master feature engineering techniques for big data applications. This programme covers advanced concepts in data preprocessing, feature selection, and transformation to optimize machine learning models. Ideal for data scientists, data engineers, and business analysts looking to enhance their data processing skills. Gain hands-on experience with industry tools and techniques to improve data quality and model performance. Elevate your career in big data analytics with this comprehensive programme.

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Data Science Training: Elevate your machine learning training with our Certified Specialist Programme in Feature Engineering for Big Data. Gain practical skills in optimizing data for analysis and modeling. Learn from real-world examples through hands-on projects and case studies. This self-paced course offers a deep dive into data manipulation, transformation, and extraction techniques. Master the art of feature selection, dimensionality reduction, and data preprocessing. Acquire data analysis skills that are in high demand across industries. Stay ahead in the data science game with our comprehensive programme designed for aspiring data specialists.
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Course structure

• Introduction to Feature Engineering for Big Data • Exploratory Data Analysis for Feature Engineering • Feature Selection and Dimensionality Reduction • Encoding Categorical Variables • Handling Missing Values in Feature Engineering • Feature Scaling and Normalization Techniques • Feature Transformation and Creation • Feature Importance and Selection Methods • Feature Engineering for Machine Learning Models

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

The Certified Specialist Programme in Feature Engineering for Big Data is a comprehensive training program designed to equip participants with the necessary skills to excel in the field of feature engineering for big data analytics. Throughout the program, students will master Python programming, data manipulation techniques, and advanced feature extraction methodologies.

Duration of the programme is 10 weeks, self-paced, allowing students to learn at their convenience and apply their knowledge in real-world projects. This flexible approach enables working professionals to upskill without disrupting their current commitments.

Aligned with modern tech practices, this programme focuses on the latest trends and tools in big data analytics, ensuring that graduates are well-prepared to tackle the challenges of the rapidly evolving data landscape. By mastering feature engineering techniques, students will be able to enhance the performance of machine learning models and drive data-driven decision-making processes in their organizations.

Year Percentage of UK Businesses Facing Big Data Challenges
2018 65%
2019 72%
2020 80%
The Certified Specialist Programme in Feature Engineering for Big Data is becoming increasingly essential in today's market, especially in the UK where 80% of businesses faced Big Data challenges in 2020. This programme equips professionals with the necessary skills to extract and transform data, creating valuable features for machine learning models. With the exponential growth of data, the demand for individuals proficient in feature engineering is on the rise. By completing this programme, individuals can enhance their career prospects and stay competitive in the job market. Employers are actively seeking professionals with Big Data skills, making this certification highly valuable. Additionally, the UK government is investing in Big Data initiatives, creating more job opportunities for those with expertise in feature engineering. Overall, the Certified Specialist Programme in Feature Engineering for Big Data is a crucial investment for individuals looking to excel in the data-driven market and meet the growing industry demands.

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