Learn core concepts of Natural Language
Processing and become an expert today!
Natural Language Processing (NLP) specialization gives you knowledge about NLP techniques and best practices with hands-on experience in delivering computer vision projects. The course covers core concepts of the field NLP; language modelling, sequence to sequence models, transformers and BERT.
Duration
5 days / 40 hours
Level
Beginner to Intermediate
Delivery
100% Online - Instructor Led
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Key Features
- 40 hours of instructor led training
- Fully Online
- Class recording available
- Interactive Learning
- Additional Coaching Session
- 100% HRDF SBL-KHAS Claimable!
Pre-Requisites
- Certified Deep learning Expert Course (CDLE) or Demonstrable competence at CDLE level
- Recommended advanced knowledge in :
a. Mathematics: Calculus, Statistics, Linear Algebra, Probability
b. Machine Learning - Training: Though formal training is not mandatory; it is recommended to attend IABAC® registered course through Registered Education Partners
Who Should Join
- Senior executives and C-level professionals
- Managers involved in AI initiatives decision making roles
Key Learning Outcomes
Upon completion, participants should be able to demonstrate each of the following outcome:-
- Possess a thorough understanding of the core aspects of Natural Language Processing
- Understand various types of Language Models
- Be able to understand and explain sequence to sequence models
- Be able to understand the transformers architecture thoroughly
IABAC Exam Information
Materials Permitted
- The examination is an ‘open book’
- Candidates can refer to any material
Exam duration & format
- Exam format is through a Project Submission
- The assessment duration is 8 hours
- The project is graded for three areas: Project Summary with recommendations, Machine Learning model performance and Exploratory Data Analysis
Exam mode
- Project needs to be submitted at IABAC project submit page, as per exam guidelines
- Any copied work, ideas, concepts or a piece of text needs to be marked with reference as per IABAC project plagiarism guidelines
Pass criteria
- The candidate needs to score assessment grade A+, A, B+, B, C+, C as a PASS Criteria
- The candidate will be awarded grade F in case of failing to meet the pass criteria
- The results will be declared after validation with the project guidelines
Results timeline
- The preliminary results are usually released within 9 days of the exam date
- The official results are usually released within 15 days from the exam date
Certificate Issuance
- IABAC® e-certificate will be issued through the candidate’s registered email
- The e-certificate is digital verifiable at https://www.iabac.org/verify-certificate
- The candidate has license to share digital certificate validation in professional networking portals such as www.linkedin.com
- The candidate has a license to print physical copy (hardcopy) of the certificate
Course Modules Covered in the Artificial Intelligence Foundation program
Module 1 - Introduction to Natural Language Processing
Introduction to Natural Language Processing
- Overview of NLP
- NLP Approaches
- Machine Learning and NLP
- Text Pre-processing
- Feature Extraction – Bag of Words
- Count vectorizer and Tfidf
- Linear models for Sentiment Analysis
Module 2 - Language Modelling
Language Modelling
- N-gram language models
- Hidden Markov Models
- Sequential Models for Named Entity Recognition
- Neural Language Models
- LSTM NLP Modelling
- Word2vec and doc2vec
Module 3 - Sequence to Sequence Models
Sequence to Sequence Models
- Machine Translations
- Encoder-Decoder Architecture
- Attention Mechanism
- Conversational Chat-bot
Module 4 - Transformers and Bert
Transformers and Bert
- Transformers Architecture
- BERT – State of art NLP technique
Our Training Methodology
Practical Assignments
We provide hands-on assignments that requires practical implementation.
Virtual Coaching Sessions
Online coaching sessions that happen over the phone, via video, or on a web platform.
1 Year Access to LMS
Get access to learning resources upto 1 year of class completion.
Live Project Experience
Hands-on learning and training gives participants the opportunity to experience real world situations.
Online Assessments
Participants can assess reflect on their own learning and their level/skills.
Free Industry Webinars
Stay current on market research trends, learn best practices through our webinar sessions.
Program Key Highlights
40 hours of Remote Online Learning
Additional Coaching Hours
Live Hands-on Projects
Certified by International Body
Mentorship with Industry Experts
Designed for Beginners & Professionals
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Program Benefits
International Credential
IABAC® is a widely recognized credentialing framework based on European commission funded EDISON Data Science body of knowledge. This credential provides distinction as high potential certified Data Science Professionals enabling better career prospects.
Global Opportunities
IABAC® certification provides global recognition of the relevant skills, thereby opening opportunities across the world.
Specialization
IABAC Certification designed to cater to the job requirements of all experience levels and specializations, which suits roles aligned with the industry standards.
Relevant and updated
IABAC® CPD (Continuing Professional Development) program enables credential holders to update their skills and stay relevant to the industry requirements.
Higher Salaries
On an average, a certified professional earns 30-40% more than their non-certified as per recent study by Forbes.
Summits & Webinars
In addition, IABAC members will have exclusive access to seminars and Data Science summits organised by IABAC partners across the globe.
Get Professionally Certified
Upon successfully completing this program, participants will be awarded the Certified Natural Language Processing Expert Certification by International Association of Business Analytics Certification (IABAC).
This award is a validation to the efforts taken to master the domain expertise that will set you apart from your competition.
Be a part of the global network of data science professionals and join the community across sectors.
Get in Touch With Us Today!
This training program is suitable for anyone who intends to enter into the field of Data Science and Machine Learning. This program is being conducted in Malaysia and can be joined by anyone, anywhere in the world remotely.
Program Fee
Funding price MYR 3700 per pax .
Funding Schemes for Companies who are claiming from their HRDF levy or from the MDEC MyWiT scheme.
Limited scholarships available for early self applying individual applicants.
Find out how you can qualify for a scholarship.
Enquire NOW on the various funding options available.
Limited scholarships available for early self applying individual applicants.
Find out how you can qualify for a scholarship.
Enquire NOW on the various funding options available.
One-time fee. One year access to course materials and resources.
Thulija Academy is a HRDF registered training provider. Our panel of expert trainers provide technology training for some of the biggest organizations in Asia.
READY TO KICKSTART YOUR CAREER?
Please fill in the form and a Program Advisor will reach out to you. You can also reach out to us at info@thulija.com or +60123661502
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