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
Assessment mode
Assignments or Quiz
Tutor support available
International Students can apply
Students from over 90 countries
Flexible study
Study anytime, from anywhere
Overview
Professional Certificate in Feature Engineering for Big Data
Enhance your data processing skills with our comprehensive program designed for aspiring data scientists and big data engineers. Learn the art of feature engineering to extract valuable insights from complex datasets. Master techniques to clean, transform, and select features for optimal model performance. Dive deep into data wrangling and dimensionality reduction to tackle real-world big data challenges. Elevate your career in the fast-growing field of big data analytics with this specialized certificate. Take the first step towards becoming a data expert today!
Data Science Training: Elevate your machine learning training with our Professional Certificate in Feature Engineering for Big Data. This comprehensive course offers hands-on projects, practical skills, and self-paced learning to enhance your data analysis skills. Dive deep into the world of feature engineering with industry experts and learn from real-world examples. Gain the expertise needed to extract valuable insights from complex datasets and boost your career in the rapidly growing field of big data. Don't miss this opportunity to master the art of feature engineering and stand out in the competitive job market. Enroll now!Get free information
Course structure
• Introduction to Feature Engineering for Big Data• Data Preprocessing and Cleaning Techniques
• Handling Missing Data in Big Data
• Feature Selection and Dimensionality Reduction
• Encoding Categorical Variables
• Feature Scaling and Normalization
• Handling Imbalanced Datasets
• Time Series Feature Engineering
• Text Data Feature Engineering
• Feature Engineering for Machine Learning Models
The Professional Certificate in Feature Engineering for Big Data is designed to equip learners with the necessary skills to excel in the field of big data analytics. By completing this program, participants will master the art of feature engineering, a crucial aspect of data preprocessing in machine learning projects. They will learn how to extract, select, and transform features to improve model performance and accuracy.
This certificate program typically lasts for 10 weeks and is self-paced, allowing students to balance their professional and personal commitments while advancing their skills. Through hands-on projects and real-world case studies, participants will gain practical experience in feature engineering for big data applications.
The curriculum is meticulously crafted to stay current with the latest trends and technologies in the big data industry. It is aligned with modern tech practices and industry standards, ensuring that graduates are well-prepared to tackle the challenges of today's data-driven world. This program is ideal for data scientists, analysts, and professionals seeking to enhance their expertise in feature engineering for big data.
| Year | Number of Big Data Jobs |
|---|---|
| 2018 | 45,000 |
| 2019 | 55,000 |
| 2020 | 65,000 |
With the exponential growth of data in the digital age, the demand for professionals with Feature Engineering for Big Data skills has never been higher. In the UK alone, the number of Big Data jobs has been steadily increasing, with 65,000 such jobs in 2020.
Having a Professional Certificate in Feature Engineering for Big Data not only sets you apart from the competition but also equips you with the necessary skills to excel in this dynamic field. Employers are actively seeking individuals with expertise in feature engineering to help them make sense of large datasets and extract valuable insights.
By obtaining this certificate, you demonstrate your commitment to staying current with industry trends and your dedication to enhancing your data analytics skills. This credential is a valuable asset in today's market, where data-driven decision-making is paramount for business success.