Learning Options
- Online Video-Based Learning
- Flexible Schedule
- Expert Trainers with Industry Experience
- High Pass Rates
- 24/7 Personalised Support
- Interactive Learning Materials
- Live Online Classes
- Expert Trainers with Industry Experience
- Live Assessment and Feedback
- Interactive Learning Materials
- Networking Opportunities
- High Pass Rates
Overview
The Natural Language Processing (NLP) Fundamentals with Python course is designed for professionals and learners seeking to understand and implement NLP techniques. This course introduces foundational concepts of NLP, enabling learners to process and analyse textual data effectively using Python.
NLP is a key area of AI, driving innovations in applications such as chatbots, sentiment analysis, and language translation. This course covers essential topics including text preprocessing, tokenisation, sentiment analysis, and text classification, empowering learners to create NLP solutions for real-world problems.
This intensive 2-day training includes expert-led sessions, hands-on exercises, and practical case studies. Learners will gain experience with popular Python libraries like NLTK, spaCy, and TensorFlow, equipping them to implement NLP techniques in various applications.
Course Objectives
- Understand the fundamentals of Natural Language Processing
- Learn to preprocess and tokenise textual data using Python libraries
- Develop skills in sentiment analysis and text classification
- Explore techniques for language modelling and text summarisation
- Apply NLP techniques to real-world datasets and projects
Upon completion, learners will possess the knowledge and skills to implement NLP techniques effectively, advancing their expertise in AI and data science applications.
Average completion time
2 Monthwith unlimited support
100% onlineStart anytime
Study At Your Own PaceCourse Includes
Course Details
Develop your understanding of essential financial, business and management accounting techniques with ACCA Applied Knowledge. You'll learn basic business and management principles and the skills required of an accountant working in business.
Entry Requirements
Educational Background: A basic understanding of programming and data science is recommended.
Technical Proficiency: Familiarity with Python is essential, as the course involves hands-on coding exercises.
Interest in NLP: Ideal for individuals eager to explore Natural Language Processing and its applications in AI and data science.
Learning Outcomes
Master NLP Fundamentals: Understand key concepts such as tokenisation, language modelling, and text classification.
Develop Practical Skills: Gain expertise in using Python libraries like NLTK and spaCy for text processing and analysis.
Solve Real-World Problems: Apply NLP techniques to tasks such as sentiment analysis, text summarisation, and entity recognition.
Build NLP Solutions: Learn to implement and evaluate NLP models for various applications.
Target Audience
Software Developers
Data Scientists
Machine Learning Engineers
Data Analysts
Artificial Intelligence (AI) Researchers
Product Managers
Business Analysts
The Natural Language Processing (NLP) Fundamentals with Python course is tailored for professionals and learners eager to explore NLP techniques. It provides practical skills to process and analyse textual data effectively using Python. Below are the individuals who will benefit from this course:
Course content
What is Natural Language Processing?
Why is NLP Important?
Applications of NLP
Challenges in NLP
Tools and Resources for NLP
Text Cleaning and Normalisation
Tokenisation
Part of Speech Tagging
Named Entity Recognition
Stop Word Removal
Bag of Words
Term Frequency-Inverse Document Frequency (TF-IDF)
Word Embeddings
Topic Modelling
Supervised Learning
Naive Bayes
Support Vector Machines (SVM)
Decision Trees
Evaluation Metrics for Text Classification
Sequence Labelling
Language Modelling
Neural Machine Translation
Sentiment Analysis
Text Summarisation
Module 1: Introduction to NLP
Module 2: Text Preprocessing
Module 3: Text Representation
Module 4: Text Classification
Module 5: Advanced NLP Techniques
MPES Support That Helps You Succeed
At MPES, we offer comprehensive support to help you succeed in your studies. With expert guidance and valuable resources, we help you stay on track throughout your course.
- MPES Learning offers dedicated support to help you succeed in Accounting and Finance courses.
- Get expert guidance from tutors available online to assist with your studies.
- Check your eligibility for exemptions with the relevant professional body before starting.
- Our supportive team is here to offer study advice and support throughout your course.
- Access a range of materials to help enhance your learning experience. These resources include practice exercises and additional reading to support your progress.
Career Growth Stories
MPES Learning offers globally recognised courses in accounting,
Arvy Pasanting
As a qualified accountant, studying with MPES has been very rewarding experience. Its team of passionate and dedicated mentors gave me the confidence and knowledge I needed to not just at excel in my current role as an auditor, but also inspired me to expand my horizons. I am very grateful of the support I was given where the skills I gained extended beyond just passing exams and learning about accounting principles - it allowed me to take on roles that benefit the wider community.
Arvy PasantingDavid Ford
I was recommended MPES after searching for a way to pursue a career in the accounting profession, I have studied with them throughout my journey utilising both their “in class” and online learning opportunities that fit around the needs of my employer, I have found them to be consummate professionals delivering first class accounting courses with support always available.
David FordAaron Allcote
As a finance officer, MPES has been a huge help in understanding the process of recording and processing transactions from all different perspectives. The courses are very easy to follow, and the training they provide can be applied to real-life scenarios. The courses have been a huge help for me, and I would highly recommend them.
Aaron AllcoteBob Beaumont
I completed all of my ACA studies with MPES and I think you would struggle to find a better training provider anywhere in the British Isles. MPES' tutors are excellent both at delivering training and giving individualised feedback and coaching. the supporting materials and the out of class support are also great.
Bob BeaumontGeorge Evans
The Financial Risk Management Course at MPES was invaluable in deepening my understanding of risk assessment and mitigation strategies. The hands-on learning approach allowed me to apply new concepts directly to my work. I highly recommend it for professionals in finance.
George EvansJames Robinson
As a financial consultant, I am always seeking ways to enhance my expertise. The Investment Analysis Course at MPES exceeded my expectations, offering practical skills and knowledge that I can apply immediately in my consulting work. It's an outstanding choice for professionals in finance.
James RobinsonLaura Bennett
The Corporate Finance Course I attended at MPES was transformative. The depth of knowledge shared by the instructors and the relevance of the topics covered have directly impacted on our financial strategy. I strongly endorse this program for anyone in a leadership position in finance.
Laura BennettEmma Johnson
The Financial Modeling and Valuation Course at MPES was incredibly insightful. The practical applications and real-world examples helped solidify my understanding of complex concepts. I highly recommend this course to anyone looking to enhance their financial acumen.
Emma JohnsonNeed help with your ACCA course?
Our course advisors are here to help guide you and ensure that you choose the right course for you and your career journey.
Have Questions? We’ve Got You
If you have any questions, we’re here to help. Find the answers you need in the MPES detailed FAQ section.
Q. What is the focus of the NLP Fundamentals with Python course?
This course focuses on introducing learners to NLP concepts and techniques, enabling them to process and analyse textual data effectively using Python libraries like NLTK and spaCy.
Q. Do I need prior experience with Python to take this course?
Yes, familiarity with Python is essential, as the course involves hands-on coding exercises and practical implementation of NLP techniques.
Q. What practical skills will I gain from this course?
You will learn to preprocess text, perform sentiment analysis, implement text classification, and use Python libraries like TensorFlow for NLP tasks such as language modelling and summarisation.
Q. Who should take this course?
This course is ideal for Data Scientists, Machine Learning Engineers, Software Developers, and anyone interested in building NLP solutions for AI and data science applications.
Q. How is the course delivered?
The course combines expert-led sessions, hands-on exercises, and practical case studies, ensuring a comprehensive and applied understanding of NLP concepts and techniques.
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Course Schedule
£3995
Natural Language Processing (NLP) Fundamentals with Python
2nd May 2024
3rd May 2024
(2 days)DELIVERY METHOD
Classroom£3995
Natural Language Processing (NLP) Fundamentals with Python
3rd October 2024
4th October 2024
(2 days)DELIVERY METHOD
ClassroomCourse Schedule
£2495
Natural Language Processing (NLP) Fundamentals with Python
Thu 11th Jan 2024
Fri 12th Jan 2024
Duration - 2 Days
DELIVERY METHOD
Virtual£2495
Natural Language Processing (NLP) Fundamentals with Python
Thu 18th Apr 2024
Fri 19th Apr 2024
Duration - 2 Days
DELIVERY METHOD
Virtual£2495
Natural Language Processing (NLP) Fundamentals with Python
Thu 22nd Aug 2024
Fri 23rd Aug 2024
Duration - 2 Days
DELIVERY METHOD
Virtual£2495
Natural Language Processing (NLP) Fundamentals with Python
Thu 21st Nov 2024
Fri 22nd Nov 2024
Duration - 2 Days
DELIVERY METHOD
Virtual