Interview Prep
Career
GenAI
Prompt Engg
ChatGPT
LLM
Langchain
RAG
AI Agents
Machine Learning
Deep Learning
GenAI Tools
LLMOps
Python
NLP
SQL
AIML Projects

Reading list

What is NLP? Applications of NLP
Understanding Text Pre-processing Tokenization in NLP Byte Pair Encoding Tokenizer Free Language Modeling with Pixels Stopword Removal Stemming vs Lemmatization Text Mining
Spacy Tutorials Gensim Tutorials
What are Regular Expressions? Regular Expressions
String Similarity
Spelling Correction
Introduction to Topic Modeling Latent Dirichlet Allocation (LDA) Implement Topic Modeling
Introduction to Feature Engineering for Text Data Implement Text Feature Engineering Techniques Introduction to One Hot Encoding Implement One Hot Encoding Limitations of One Hot Encoding Count Vectorizer and TF-IDF Solving Text classification using TF-IDF
Information Retrieval System Explained in Simple terms! How does Google Rank Search Results? Knowledge Graph
Understanding Word2Vec Understanding Skip Gram and Continous Bag Of Words Word2Vec Implementation in Gensim Visualizing Word2Vec
Word Senses and Word Sense Ambiguity
Why Are We Interested in Syntatic Strucure? What is a Dependency Grammar? Neural Dependency Parsing
Introduction to Language Models N-Gram Language Models Neural Language models
Why Sequence models? Usecases of Sequence models Introduction to RNN Implement RNN
Shortcomings of RNN What is Long Short Term Memory (LSTM) Implementing LSTM Build Your Own Fake News Classification Model What is Gated Recurrent Unit (GRU)? Implementing GRU
Introduction to Machine Translation Multilingualism in NLP Drawbacks of Seq2Seq model Mathematical Calculation of Attention
Understand Positional Encoding Introducing Transformers Model Key Query Value Attention in Tranformer Encoder
Pretrained Language Models in NLP Generative Pre-training (GPT) for Natural Language Understanding(NLU) Finetuning GPT-2 Understanding BERT Finetune Masked language Modeling in BERT Implement Text Classification using BERT Finetuning BERT for NER Extensions of BERT: Roberta, Spanbert, ALBER MobileBERT GPT-3 Prompt Engineering in GPT-3 Bigbird T5 and large language models
Implement Question Answering on SQUAD
Text Summarization
Named Entity Recognition (NER) in Python with Spacy
Coreference Resolution
Visualizing Sounds Using Librosa Machine Learning Library! Audio Processing Audio Analysis Audio Classification using Deep Learning
Automatic Speech Recognition Implement Automatic Speech Recognition Can Voice Conversion Improve ASR in Low-Resource Settings?
Audio Separation
Building Chatbots Building Chatbots using Rasa
Automate NLP Tasks using EvalML Library

Quiz of the Day (Basic Python Outputs) #10

Nitika Sharma
Nitika Sharma Last Updated : 17 Jan, 2024
< 1 min read

Welcome to our brand new quiz series, where we ask 10 thought-provoking AI questions to check your knowledge. Whether you’re a seasoned python professional, an aspiring learner, or someone who loves a good brain teaser, our quizzes cater to all levels of expertise. Join us in the pursuit of continuous learning and test your wits on various topics that shape the future of analytics and technology.

Let’s Begin!

Quiz of the Day #10

Thanks for participating!

Did you like your score? Let us know in the comments section below. We will be back with another mind-trenching quiz tomorrow. Checkout our newest quiz here!

Nitika Sharma
Nitika Sharma

Hello, I am Nitika, a tech-savvy Content Creator and Marketer. Creativity and learning new things come naturally to me. I have expertise in creating result-driven content strategies. I am well versed in SEO Management, Keyword Operations, Web Content Writing, Communication, Content Strategy, Editing, and Writing.

Free Courses

Generative AI 4.7

Generative AI - A Way of Life

Explore Generative AI for beginners: create text and images, use top AI tools, learn practical skills, and ethics.
Large Language Models 4.5

Getting Started with Large Language Models

Master Large Language Models (LLMs) with this course, offering clear guidance in NLP and model training made simple.
Prompt Engineering 4.6

Building LLM Applications using Prompt Engineering

This free course guides you on building LLM apps, mastering prompt engineering, and developing chatbots with enterprise data.
LlamaIndex 4.8

Improving Real World RAG Systems: Key Challenges & Practical Solutions

Explore practical solutions, advanced retrieval strategies, and agentic RAG systems to improve context, relevance, and accuracy in AI-driven applications.
RAG systems using LlamaIndex 4.7

Microsoft Excel: Formulas & Functions

Master MS Excel for data analysis with key formulas, functions, and LookUp tools in this comprehensive course.

Recommended Articles

Test your understanding and 50 AV coins

Start Quiz

Responses From Readers

Clear

Write for us

Write, captivate, and earn accolades and rewards for your work
  • Reach a Global Audience
  • Get Expert Feedback
  • Build Your Brand & Audience
  • Cash In on Your Knowledge
  • Join a Thriving Community
  • Level Up Your Data Science Game
imag
Congratulations, You Did It!
Well Done on Completing Your Learning Journey. Stay curious and keep exploring!
Quiz of the Day (Artificial Intelligence) #1
Quiz of the Day (Artificial Intelligence) #1
Quiz of the Day (Machine Learning) #4
Quiz of the Day (Machine Learning) #4

We use cookies essential for this site to function well. Please click to help us improve its usefulness with additional cookies. Learn about our use of cookies in our Privacy Policy & Cookies Policy.

Show details