5 NLP Courses to Develop Smart Chatbots for Software Engineers
Being a software engineer isn't easy, as you need to constantly stay updated with the latest advancements in technology, especially in fields like natural language processing (NLP). Developing smart chatbots requires a deep understanding of both programming and NLP concepts, making it essential for software engineers to continually improve their skills in this area.
But how do you enhance your skills in building smart chatbots? Should you go back to school for an advanced degree? Or should you take an online NLP course tailored for software engineers?
Opting for online courses is a smarter choice—they're cost-effective, save you commute time, and allow you to learn from some of the best minds in the field. You can gain insights from experts in NLP, like – Christopher Manning, Younes Bensouda Mourri, and Rajesh Gupta, all from the comfort of your own home, without any geographical limitations.
So, now the main questions you might have would be – Which online NLP course should I choose to build smart chatbots? How do you find the best course among the thousands offered by popular platforms like Coursera, Udemy, and edX? If you're feeling overwhelmed by the choices, don’t worry.
In this article, we’ve analyzed hundreds of NLP courses based on key criteria and have curated a list of the top 5 courses that will equip you with the skills needed to develop intelligent chatbots as a software engineer in 2024.
| Course Name |
Vendor Name |
Course Duration |
USP (Unique Selling Points) |
| Great Learning |
12 months |
Industry-relevant projects, mentorship, and practical implementation of NLP models are focused on chatbot development. |
|
| Simplilearn (Purdue, IBM) |
12 months |
Certification from Purdue University and IBM, hands-on NLP projects including chatbots, practical capstone project. |
|
| Edureka |
4 weeks |
Focus on Python (NLTK, spaCy), project-based learning, and real-time expert support for chatbot creation. |
|
| UpGrad (IIIT Bangalore) |
8 months |
Certification from IIIT Bangalore, real-world industry projects, personalized mentorship. |
|
| NLP Training and Certification Course |
32 hours (live) + 50 hours |
Practical assignments, lifetime access to material, 24/7 support, focus on chatbot development. |
1. PG Program in Artificial Intelligence and Machine Learning - Great Learning
About the course:
This 12-month online program, in collaboration with UT Austin, offers over 225 hours of learning content covering AI, ML, computer vision, NLP, neural networks, and GANs. The course also includes 12+ industry-relevant projects from companies like Google and Netflix.
Why Choose this Course?
- Projects: Work on projects in real-world scenarios like Netflix and Google.
- Trainer: Learn from faculty at UT Austin and IIT Bombay.
- Value for Money: Costs INR 2,40,000 plus GST.
- Certification Value: An industry-recognized certificate for AI and ML.
- Learning Experience: Includes 75+ hours of live mentoring and 150+ hours of self-paced learning.
What You Will Learn:
- Python for data science
- Deep learning, neural networks
- NLP concepts like text processing, speech recognition
- GANs and reinforced learning techniques
- Deploying AI solutions in real-world applications
2. Post Graduate Program in AI and Machine Learning - Simplilearn (Purdue University)
About the course:
This 12-month online course in partnership with Purdue University covers AI, ML, and NLP using Python. It features 25+ hands-on projects, along with an emphasis on deep learning techniques.
Why Choose this Course?
- Projects: Capstone projects in healthcare, finance, etc.
- Trainer: Industry experts and Purdue University faculty.
- Value for Money: INR 2,50,000.
- Certification Value: Joint certification from Simplilearn and Purdue University.
- Learning Experience: Personalized mentoring, 24/7 learning support.
What You Will Learn:
- Python, TensorFlow, Keras
- NLP techniques like machine translation, sentiment analysis
- Deep learning models for image and speech recognition
- AI applications in healthcare, e-commerce, and more
3. NLP Certification Training using Python (Edureka)
About the course:
This course focuses on mastering NLP with Python, covering essential techniques like text processing, machine translation, and sentiment analysis. You’ll work on real-world projects like building chatbots.
Why Choose this Course?
- Projects: Projects like language translation systems and chatbots.
- Trainer: Industry experts specializing in NLP.
- Value for Money: Priced at INR 18,000.
- Certification Value: Certification enhances credibility for AI/ML roles.
- Learning Experience: Interactive sessions with live instructors.
What You Will Learn:
- Text processing and tokenization
- Named entity recognition, sentiment analysis
- Chatbot development using Python
- Machine learning algorithms applied to NLP tasks
4. Advanced Certificate Program in Machine Learning and NLP (UpGrad - IIIT Bangalore)
About the course:
This comprehensive program focuses on ML and NLP techniques over 12 months, offering over 400 hours of learning content and practical projects.
Why Choose this Course?
- Projects: Projects from healthcare, finance, and retail sectors.
- Trainer: Faculty from IIIT Bangalore and industry professionals.
- Value for Money: INR 2,85,000.
- Certification Value: Joint certification from UpGrad and IIIT Bangalore.
- Learning Experience: Personalized mentorship and career support.
What You Will Learn:
- NLP algorithms and techniques
- Deep learning, speech recognition
- Real-world applications of ML and NLP in industries
- Practical experience with Python and advanced ML libraries
5. NLP Training and Certification Course (Intellipaat)
About the course:
This program offers 40 hours of instructor-led NLP training, covering essential techniques like text classification, information extraction, and chatbot development.
Why Choose this Course?
- Projects: Hands-on projects like sentiment analysis and chatbots.
- Trainer: Industry experts in AI and NLP.
- Value for Money: Priced at INR 15,000.
- Certification Value: Adds value to AI and NLP-related career paths.
- Learning Experience: Lifetime access to learning materials and 24/7 support.
What You Will Learn:
- Python-based NLP techniques
- Text classification, entity extraction
- Building and deploying chatbots
- Sentiment analysis, machine translation
Vikram has a Postgraduate degree in Applied Mathematics, with a keen interest in Data Science and Machine Learning. He has experience of 2+ years in content creation in Mathematics, Statistics, Data Science, and Mac... Read Full Bio
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