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

Masterclass Certificate in Feature Engineering for Neural Networks

Join this advanced data science course to deepen your understanding of feature engineering specifically for Neural Networks. Designed for aspiring data scientists and machine learning engineers, this program will equip you with the skills to preprocess data effectively, extract meaningful features, and optimize model performance. Learn cutting-edge techniques and best practices from industry experts to enhance your AI projects. Elevate your career in artificial intelligence with this comprehensive Masterclass Certificate.


Start your journey to becoming a feature engineering expert today!

Data Science Training: Elevate your machine learning training with our Masterclass Certificate in Feature Engineering for Neural Networks. Gain practical skills through hands-on projects and learn from real-world examples to master the art of feature engineering. This self-paced course offers in-depth modules on data preprocessing, feature selection, and transformation techniques. Enhance your data analysis skills and create more efficient neural networks. Join industry experts in this comprehensive program designed to take your data science abilities to the next level. Enroll now and unlock the secrets to optimizing model performance with advanced feature engineering strategies.
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Course structure

• Introduction to Feature Engineering for Neural Networks
• Data Preprocessing and Cleaning
• Feature Selection and Dimensionality Reduction
• Feature Scaling and Normalization
• Handling Missing Data in Features
• Encoding Categorical Variables
• Creating Interaction Features
• Engineering Time and Date Features
• Handling Outliers in Features

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

Embark on a transformative journey with the Masterclass Certificate in Feature Engineering for Neural Networks. This comprehensive program will equip you with the necessary skills to excel in the field of feature engineering, a crucial aspect of building effective neural networks. By mastering Python programming and advanced feature engineering techniques, you will be able to enhance the performance of neural networks and drive impactful results.


The duration of this self-paced masterclass is designed to accommodate your schedule, allowing you to progress at your own pace. Whether you are a seasoned data scientist looking to upskill or a coding bootcamp graduate eager to delve into neural networks, this program is tailored to meet your learning needs. With a focus on hands-on projects and real-world applications, you will gain practical experience that can be directly applied to your professional endeavors.


Aligned with current trends in the industry, this masterclass is at the forefront of modern tech practices. Feature engineering is increasingly recognized as a key factor in the success of neural networks, making this certificate highly relevant in today's data-driven world. By honing your feature engineering skills, you will not only stay ahead of the curve but also unlock new opportunities in fields such as machine learning, artificial intelligence, and data science.

Year Number of UK Businesses Cybersecurity Threats Faced
2018 150,000 87%
2019 165,000 92%
2020 180,000 95%
Masterclass Certificate in Feature Engineering for Neural Networks plays a crucial role in today's market, especially with the increasing demand for professionals skilled in neural networks and data science. The statistics show that a significant percentage of UK businesses face cybersecurity threats each year, highlighting the importance of acquiring cyber defense skills through specialized training programs. By obtaining a Masterclass Certificate in Feature Engineering, individuals can enhance their expertise in building and optimizing neural networks for various applications, giving them a competitive edge in the job market. With the rapid advancements in technology and the rising concerns around data security, the demand for professionals with specialized skills in feature engineering for neural networks is expected to grow even further. Therefore, investing in such training programs can significantly boost one's career prospects and open up new opportunities in the evolving job market.

Career path

AI Engineer

An AI Engineer is responsible for designing, developing, and implementing artificial intelligence solutions using feature engineering techniques for neural networks. With AI skills in high demand, AI Engineers can expect competitive salaries in the tech industry.

Data Scientist

Data Scientists use feature engineering to extract and transform data for neural networks, enabling them to build predictive models and make data-driven decisions. Average salaries in tech for Data Scientists are lucrative, reflecting the demand for their skills.

Machine Learning Engineer

Machine Learning Engineers specialize in creating algorithms and models that learn from data using feature engineering methods. Their expertise is highly sought after in the job market, leading to attractive salary ranges in the UK.