The rise of the internet and accessibility of massive data has led to today’s data driven approach further leading to creation of machine learning models. Many of today's leading companies, such as Facebook, Google and Uber, make chatbots a central part of their operations and it has become a significant competitive differentiator for many companies.?
This list article provides all the required information on the most effective advance-level chatbot courses.?
Introduction to Chatbots
At the most basic level, a chatbot is a computer program that simulates and processes human conversation (either written or spoken), allowing humans to interact with digital devices as if they were communicating with a real person. Chatbots can be as simple as rudimentary programs that answer a simple query with a single-line response, or as sophisticated as digital assistants that learn and evolve to deliver increasing levels of personalization as they gather and process information.
Chatbots boost operational efficiency and bring cost savings to businesses while offering convenience and added services to internal employees and external customers. They allow companies to easily resolve many types of customer queries and issues while reducing the need for human interaction.
Chatbots allow businesses to connect with customers in a personal way without the expense of human representatives. Chatbots provide a personal alternative to a written FAQ or guide and can even triage questions, including handing off a customer issue to a live person if the issue becomes too complex for the chatbot to resolve. Chatbots have become popular as a time and money saver for businesses and an added convenience for customers.
Top advanced level chatbot skills?
The major skills covered include theoretical basics, teaching you about the software and its applicability, and the technical skills needed. These are as follows:
TensorFlow
TensorFlow is an open-source software library developed by Google to conduct machine learning and deep neural networks research. It makes it easier for beginner-level professionals to create machine learning models for mobile, desktop, web and cloud.?
Deep Learning Techniques
Deep learning is machine learning that learns to perform classification tasks by analyzing images, text, or sound. The models are trained with a large set of labeled data and neural network architectures containing many layers.?
MATLAB model
With many supervised and unsupervised machine learning algorithms to choose from, the process of selecting one can be overwhelming. MATLAB provides tools to help you test out different models with minimal effort.?
NLP:
Natural language processing is a field of computer science and AI that focuses on understanding and processing the interactions between computers and natural human languages. Specialists leverage NLP technologies to process natural language data efficiently, performing tasks like speech recognition for various industries.?
Top Chatbot Learning Platforms
There are multiple learning platforms providing courses on Machine Learning. Some of them are listed below:
- Future Learn- FutureLearn connects people and ideas with the world’s best free online courses. They offer a diverse selection of free, high quality online courses from over 110 of the world’s leading universities, business schools and specialist organizations.
- Coursera: Coursera partners with more than 275 leading universities and companies to bring flexible, affordable, job-relevant online learning to individuals and organizations worldwide. They offer a range of learning opportunities—from hands-on projects and courses to job-ready certificates and degree programs.
- Whizlab: Whizlabs is the pioneer among online training providers over the world. We provide online certification training in various disciplines such as Cloud Computing, Java, Big Data, Project Management, Agile, Linux, CCNA and Blockchain.
- Eduonix: Eduonix learning Solutions is the premier training and skill development organization which was started with a vision to bring world class training content, pedagogy and best learning practices to everyone's doorsteps.
- Pluralsight: At Pluralsight, they believe everyone should have the opportunity to create progress through technology and develop the skills of tomorrow. With assessments, learning paths and courses authored by industry experts, their platform helps businesses and individuals benchmark expertise across roles, speed up release cycles and build reliable, secure products.
Chatbot Courses
- This three-week course will help you kickstart your voice developer journey and give you a strong foundation of knowledge in Alexa Skills.
- By the end of the course, you‘ll be able to create your first voice conversation, compare Voice User Interface and User Interface, create Alexa Skills from scratch, classify intents and intent handlers, perform publishing of Alexa Skills, develop coding skills for Alexa and compare the difference between Voice User Interface and Video User Interface.
- Instructor- The course instructor, Amit Kothari is a founder, Edutech Changemaker, Labdox & Serial Entrepreneur. His main mission is to help 1million enablers, innovators and entrepreneurs to be self-reliant.?
- Hands on approach- You’ll gain practical experience using the Alexa Skills Kits (ASK) and learn to design an engaging voice user interface (VUI) as you create a voice UI and build a custom Alexa Skill from scratch. you’ll create your own Alexa Skill with code and learn how to publish it to the skill store.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Practicality- On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments. The learners can experience the power of social learning, and get inspired by an international network of learners
- Pricing- This advanced level course is priced at-?
- This 60 minutes course will help you kickstart your API and chatbot skills in the tech industries.
- By the end of the course, how to create a sample chatbot with Amazon Lex. It also includes a 3rd party API which returns Country details such as capital, currency, and language.
- Hands-on approach- You’ll gain practical experience.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Pricing- This advanced level course is priced at-?
- This 5 hours course will help you kickstart your machine learning skills in the healthcare field.
- By the end of the course, you will explore medically related data sets by solving the critical issues using state of the art machine learning techniques.
- Hands-on approach- You’ll gain practical experience.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Pricing- This advanced level course is priced at-?
- This 155 minute course will help you kickstart your journey with data.
- By the end of the course, you will know the ?importance of data features in machine learning and how they play a crucial role in building models in data science.
- Hands-on approach- You’ll gain practical experience.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Pricing- This advanced level course is priced at-?
- This 48 minute course will help you kickstart your career in creating bots and dealing with bot frameworks.
- By the end of the course, you will know how to create a bot from conception through deployment. You'll first learn about the different components and aspects of bots.
- Hands-on approach- You’ll gain practical experience.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Pricing- This advanced level course is priced at-?
- ?433?
- $13?
- ￡11
- This 38 hours course will help you kickstart your understanding of graphic models and its relation with probability.
- By the end of the course, you will gain knowledge on Markov Chain Monte Carlo (MCMC).
- Hands-on approach- You’ll gain practical experience.
- Pedagogy- The course is online self-paced and it provides instructor-moderated discussions, post course interactions, interaction with alumni network and international faculty.?
- Pricing- This advanced level 4.5 star rated course is priced at-?
- ?1,691?
- $21?
- ￡18
Final Thoughts
In today's data-driven world, chatbots have emerged as invaluable tools for companies like Facebook, Google, and Uber, offering operational efficiency and cost savings. They provide a personalized touch to customer interactions, making them a significant competitive advantage. To master advanced chatbot development, consider courses in TensorFlow, deep learning, MATLAB, and natural language processing.
