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
Masterclass Certificate in Feature Engineering for Text Data
Delve into advanced techniques of text data manipulation with our Masterclass Certificate program. Designed for data scientists, analysts, and machine learning engineers, this course equips you with the skills to optimize text data for model building and analysis. Learn feature extraction, transformation, and selection to enhance the performance of your NLP models. Gain practical insights and hands-on experience to elevate your data processing capabilities. Take your text mining skills to the next level and drive impactful business decisions.
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Course structure
• Introduction to Feature Engineering for Text Data• Text Preprocessing Techniques
• Feature Extraction Methods for Text Data
• Word Embeddings and Word2Vec
• TF-IDF and Bag of Words Models
• N-grams and Tokenization
• Sentiment Analysis and Text Classification
• Topic Modeling and Latent Dirichlet Allocation (LDA)
• Named Entity Recognition (NER) and Part-of-Speech (POS) Tagging
• Case Studies and Real-World Text Data Projects
Join our Masterclass Certificate in Feature Engineering for Text Data to enhance your skills in text data processing. In this comprehensive program, you will learn advanced techniques for extracting, transforming, and selecting features from text data to improve the performance of machine learning models.
By the end of the course, you will be able to master Python programming for text data manipulation, utilize popular libraries like NLTK and spaCy, and implement feature engineering best practices. This program is designed to equip you with the knowledge and skills needed to excel in the field of natural language processing.
The duration of this self-paced masterclass is 8 weeks, allowing you to learn at your own pace and balance your other commitments. Whether you are a data scientist looking to specialize in text data analysis or a professional seeking to upskill in feature engineering, this program will provide you with the expertise you need.
Stay ahead of the curve with our Masterclass Certificate in Feature Engineering for Text Data, which is aligned with current trends and modern tech practices in the industry. The demand for professionals with expertise in text data processing and feature engineering is on the rise, making this program essential for anyone looking to advance their career in data science or machine learning.
Feature Engineering for Text Data Masterclass Certificate
| Statistics | Percentage |
|---|---|
| UK businesses facing cybersecurity threats | 87% |
The demand for professionals with feature engineering for text data skills is on the rise due to the increasing cybersecurity threats faced by businesses in the UK. With 87% of UK businesses facing these threats, the need for individuals equipped with cyber defense skills is more critical than ever.
By obtaining a Masterclass Certificate in Feature Engineering for Text Data, professionals can enhance their expertise in this field and meet the current market demands. This certificate signifies a high level of proficiency in processing and analyzing text data, making individuals highly sought after in today's competitive job market.