Advanced Certificate in Feature Engineering for Data Science

Tuesday, 11 February 2025 16:32:25

International applicants and their qualifications are accepted

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Overview

Overview

Our Advanced Certificate in Feature Engineering for Data Science is designed to equip learners with the essential knowledge and skills needed to excel in today's fast-paced digital world. This course offers flexibility and accessibility for students worldwide, allowing them to enhance their expertise in feature engineering without the need for case studies or practicals. By focusing on key concepts and techniques, students will gain a deep understanding of how to extract valuable insights from data and optimize machine learning models. Join us and take your data science skills to the next level!

Embark on a transformative journey with our Advanced Certificate in Feature Engineering for Data Science. Dive deep into the world of data manipulation and extraction as you master the art of creating impactful features for predictive modeling. This hands-on course will equip you with the skills to uncover hidden patterns and insights within complex datasets, enabling you to make informed decisions and drive business success. From data preprocessing to feature selection and transformation, you will learn cutting-edge techniques that are essential for any aspiring data scientist. Join us and unlock the power of feature engineering in the realm of data science.

Entry requirements

The program operates on an open enrollment basis, and there are no specific entry requirements. Individuals with a genuine interest in the subject matter are welcome to participate.

International applicants and their qualifications are accepted.

Step into a transformative journey at LSIB, where you'll become part of a vibrant community of students from over 157 nationalities.

At LSIB, we are a global family. When you join us, your qualifications are recognized and accepted, making you a valued member of our diverse, internationally connected community.

Course Content

• Introduction to Feature Engineering • Data Preprocessing Techniques • Feature Selection Methods • Feature Extraction and Transformation • Handling Missing Data in Features • Feature Scaling and Normalization • Feature Engineering for Time Series Data • Feature Engineering for Text Data • Feature Engineering for Image Data • Advanced Feature Engineering Techniques

Assessment

The evaluation process is conducted through the submission of assignments, and there are no written examinations involved.

Fee and Payment Plans

30 to 40% Cheaper than most Universities and Colleges

Duration & course fee

The programme is available in two duration modes:
1 month (Fast-track mode): £140
2 months (Standard mode): £90

40% Cheaper

Our course fee is up to 40% cheaper than most universities and colleges.

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Awarding body

 The programme is awarded by London School of International Business. This program is not intended to replace or serve as an equivalent to obtaining a formal degree or diploma. It should be noted that this course is not accredited by a recognised awarding body or regulated by an authorised institution/ body.

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  • Start this course anytime from anywhere.
  • 1. Simply select a payment plan and pay the course fee using credit/ debit card.
  • 2. Course starts
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Got questions? Get in touch

Chat with us: Click the live chat button

+44 75 2064 7455

admissions@lsib.co.uk

+44 (0) 20 3608 0144



Career path

Data Scientist
Machine Learning Engineer
AI Research Scientist
Big Data Engineer
Business Intelligence Analyst
Data Engineer
Quantitative Analyst

Key facts about Advanced Certificate in Feature Engineering for Data Science

- Gain expertise in feature engineering techniques such as imputation, encoding, scaling, and transformation
- Learn to extract valuable insights from raw data to enhance machine learning models
- Understand the importance of feature selection and dimensionality reduction in data preprocessing
- Acquire skills to handle categorical, numerical, and text data effectively
- Explore real-world case studies and projects to apply learned concepts
- Industry-relevant curriculum designed to meet the demands of data science roles
- Develop a competitive edge in the job market with specialized feature engineering skills
- Benefit from hands-on experience with popular tools and libraries like Python, Pandas, and Scikit-learn
- Collaborate with industry experts and peers to enhance your learning experience
- Elevate your data science proficiency and advance your career with this comprehensive certificate program.

Why this course?

The Advanced Certificate in Feature Engineering for Data Science is crucial in meeting the growing industry demand for skilled professionals who can effectively extract valuable insights from data. In the UK, the demand for data scientists is on the rise, with an estimated 56,000 job openings in the field, according to the Royal Society. This certificate equips individuals with the necessary skills to manipulate and preprocess data, a critical step in the data analysis process. Feature engineering is essential for improving the performance of machine learning models, leading to more accurate predictions and better decision-making. The table below highlights the importance of this certificate in the UK market:
Job Openings 56,000
Average Salary £50,000
With a high demand for data scientists and competitive salaries, obtaining an Advanced Certificate in Feature Engineering for Data Science can significantly enhance career prospects and open up opportunities in various industries.

Who should enrol in Advanced Certificate in Feature Engineering for Data Science?

This course is designed for individuals who are looking to enhance their skills in feature engineering for data science. Whether you are a data scientist, analyst, or researcher, this advanced certificate will provide you with the tools and techniques needed to excel in the field.

Data Scientists Analysts Researchers
45% of data scientists in the UK 30% of analysts in the UK 25% of researchers in the UK

With the demand for data professionals on the rise, mastering feature engineering is essential for staying competitive in the job market. By enrolling in this course, you will gain valuable skills that are in high demand across various industries.