Description

Course Name: Certificate in Natural Language Processing (NLP) & Applications

Global Occupational Skill Standard – GOSS ID: GOSS/ET/CNLPA/V1

Eligibility: Graduation or Equivalent.

Duration: Three Months.

Objective: The Certificate in Natural Language Processing (NLP) & Applications course is designed to equip professionals with deep expertise in NLP concepts, techniques, and applications, as well as the skills to train others effectively in this rapidly evolving field. The program covers foundational NLP topics such as text processing, sentiment analysis, language modeling, machine learning algorithms, neural networks, and advanced topics like transformer models and contextual embeddings. 

Get ready to join the Journey to become a GSDCI Certified Professional  – International Certification and Assessment Body.

Steps to become a GSDCI Certified Professional:

Step 1: Select your certification you want to pursue.

Step 2: Click on get certified tab, new pop up window will open.

Step 3: Click on pay certification fee, you will be redirected to billing details page.

Step 4: Fill your details and click on pay certification fee, You will be redirected to payment gateway, pay fee by any available options like Card(Debit/Credit), Wallet, Paytm, Net banking, UPI and Google pay.

Step 5: You will get Login Credentials of Online E-Books and Online assessment link on your email id, within 48 hrs of payment.

Step 6: After completion of the online assessment, the soft copy of your certificate will be sent to your registered email ID within 5 days.

Assessment Modules:

Module 1: Fundamentals of Natural Language Processing: Introduction to NLP and its applications, Language models and their importance, Text preprocessing techniques (tokenization, stemming, lemmatization), Understanding syntax and semantics, Common NLP tasks (classification, translation, summarization), Challenges in NLP.

Module 2: Machine Learning for NLP: Overview of machine learning concepts, Supervised vs unsupervised learning, Feature extraction techniques (TF-IDF, word embeddings), Popular algorithms for NLP (Naive Bayes, SVM, decision trees), Introduction to deep learning in NLP, Evaluation metrics for NLP models.

Module 3: Advanced NLP Techniques: Neural networks and deep learning architectures (RNN, LSTM, Transformers), Attention mechanisms and BERT, Named Entity Recognition (NER), Sentiment analysis, Text generation and summarization techniques, Handling multilingual and noisy data.

Module 4: NLP Tools and Frameworks: Overview of popular NLP libraries (NLTK, SpaCy, Hugging Face Transformers), Using TensorFlow and PyTorch for NLP, Building NLP pipelines, Working with pretrained models, Model fine-tuning and transfer learning, Deployment of NLP models.

Module 5: Training and Curriculum Development for NLP: Designing effective NLP training programs, Adult learning principles for technical subjects, Developing hands-on exercises and projects, Assessing learner progress and understanding, Incorporating real-world datasets, Continuous updates and resource management.

Module 6: Ethical, Legal, and Future Trends in NLP: Data privacy and ethical considerations in NLP, Bias and fairness in language models, Legal compliance and data usage policies, Emerging trends and research in NLP, Impact of NLP on industries and society, Preparing learners for future NLP advancements.

GSDCI Online Assessment Detail:

• Duration- 60 minutes.
• Number of Questions- 30.
• Number of Questions from each module: 5.
• Language: English.
• Exam Type: Multiple Choice Questions.
• Maximum Marks- 100, Passing Marks- 50%.
• There is no negative marking in any module.

Benefits of Certification:

1. Global Recognition & Credibility – Stand out worldwide with a certification that strengthens your professional profile across borders and demonstrates your skills to employers and institutions.

2. Quality Assurance through ISO Certification – Programs follow an ISO-certified quality management system to promote consistency, reliability, and a standardized learning experience.

3. Career Advancement & Employability – Enhance your résumé, demonstrate professional competence, and improve your prospects for career growth, promotions, or suitable job opportunities.

4. Non-Profit Trust Factor – Certification from a non-profit organization reflects a mission-driven approach focused on skill development, professional learning, and public benefit.

5. Access to Learning Resources – Gain access to useful learning resources such as e-books, mock tests, assessments, and online academic support.

6. Transparency & Online Verification – Each certification includes a unique enrolment or certificate ID, enabling convenient online verification by employers and other interested parties.

7. Lifetime or Long-Term Validity – Certifications may offer lifetime or extended validity, reducing the need for frequent renewal, subject to the applicable certification scheme.