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 Sentiment Analysis
Unlock the power of sentiment analysis with our comprehensive feature engineering course. Designed for data scientists, analysts, and AI enthusiasts, this program delves into advanced techniques for extracting meaningful insights from text data. Learn to preprocess text, create custom features, and build models for sentiment analysis.
Gain a competitive edge in the field of machine learning and natural language processing with hands-on projects and real-world applications. Elevate your skills and career prospects with this specialized training.
Start your journey towards mastering sentiment analysis today!
Data Science Training: Elevate your machine learning training with our Professional Certificate in Feature Engineering for Sentiment Analysis. Dive deep into data analysis skills with hands-on projects and real-world examples. Learn how to extract meaningful features from text data, understand sentiment analysis techniques, and master the art of feature engineering. This self-paced course offers flexible learning to fit your schedule. Gain practical skills that are in high demand in the industry and boost your career prospects. Enroll now to take your data science expertise to the next level and stay ahead in the competitive field of sentiment analysis.Get free information
Course structure
• Introduction to Feature Engineering for Sentiment Analysis• Text Preprocessing and Cleaning Techniques
• Feature Extraction from Text Data
• Word Embeddings and Word2Vec
• N-grams and Bag of Words
• Feature Selection and Dimensionality Reduction
• Sentiment Analysis Models and Algorithms
• Handling Imbalanced Data in Sentiment Analysis
• Hyperparameter Tuning for Sentiment Analysis Models
• Case Studies and Real-world Applications of Sentiment Analysis
Gain expertise in feature engineering for sentiment analysis with our Professional Certificate program. By mastering Python programming, you will learn how to extract and create meaningful features from text data to build effective sentiment analysis models.
The program is designed to be completed in 10 weeks, with a self-paced learning format that allows you to study at your own convenience. Through hands-on projects and real-world applications, you will develop practical skills in feature engineering for sentiment analysis.
This Professional Certificate is highly relevant to current trends in data science and machine learning, as sentiment analysis plays a crucial role in understanding customer opinions, market trends, and social media reactions. The curriculum is aligned with modern tech practices to ensure you are equipped with the latest tools and techniques in the field.
| Year | Number of Businesses |
|---|---|
| 2019 | 87,000 |
| 2020 | 92,000 |
| 2021 | 95,000 |
| 2022 | 98,000 |
Professional Certificate in Feature Engineering for Sentiment Analysis plays a crucial role in today's market, especially in the context of cybersecurity threats. With 87% of UK businesses facing cybersecurity threats, there is a growing demand for professionals with specialized skills in areas such as feature engineering and sentiment analysis.
By obtaining this certificate, individuals can enhance their expertise in analyzing sentiment data, identifying patterns, and developing strategies to mitigate risks effectively. This training is essential for professionals looking to strengthen their cyber defense skills and stay ahead of evolving threats in the digital landscape.