Virtual Agent can do everything from booking flights and ordering groceries to control your home heating system. But how do you create a voice-activated assistant?
The answer is in this course using the kandi 1-click solution kit for AI-Powered Virtual Assistant. You will have a working chatbot at the end of the session!
Learning Objectives
After completing this course you will:
- Have a good working knowledge of the Fundamentals of Natural Language Processing.
- Learn various concepts involved in building the virtual agent such as data analysis, text mining, calculating sentence embeddings and computing sentence similarity.
- Have a fully functional virtual assistant that you can customize, showcase, share, using the existing source code.
- Be able to fine tune the model to enhance its performance.
Complete this course in 3 easy steps to earn your certificate!
STEP 1 : Watch the below self-guided tutorial.
STEP 2 : Practice as you watch the video by installing and working with the kandi 1-click solution kit.
STEP 3 : Complete the assessment to receive your certificate.
STEP 1 : TUTORIAL
Watch this self-guided tutorial on how you can use training data, Pre processing Library, Sentence Transformer, and Similarity Engine to build your own Virtual Assistant using Artificial Intelligence.
STEP 2 : PRACTICAL EXERCISE
Click the below button to access the virtual assistant kandi kit. This kit has all the required dependencies and resources you need to build your application.
kandi 1click kits include Python, Jupyter notebook and helps you learn to apply the basics of machine learning, natural language processing (NLP) to implement a voice assistant of your own, perform text mining (pre-processing) of dataset using lingualytics, texthero & stopwords library and use state of the art-sentence transformer framework to compute text and image embeddings and build various other NLP based applications for Paraphrasing, Text summarization, etc.
Click on the 1-Click Installer button on the kandi kit page to install the virtual assistant kit. On installing and running this kit, you will have a working model that you can customize and use in your project.
Code Snippet Exercises
Below are three coding exercises that will help you advance in your journey in AI Virtual Assistant. To get started, use the relevant keywords to search for simple code snippets in the search bar on kandi.
Exercise 1 - download csv using pandas: This exercise helps you download a csv from a url and store it in a dataframe in python.
Exercise 2 - write dataframe to excel: Save a Dataframe as a file into your local machines in an excel or csv format.
Exercise 3 - filter tokens from spacy Document: Do an exercise to perform a step of Natural Language Processing pipeline by filtering tokens and removing, punctuations, symbols and digits in python
After completing this step, proceed to STEP 3.
STEP 3 : ASSESSMENT
Complete a short assessment and earn your certificate now. 
Your assessment will be reviewed and you will receive a verified certificate via email within a week.
SUPPORT
Reach out to us by replying below for any help you may need with this course.
We hope you enjoyed using kandi! Continue your learning journey with kandi
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