Let Machine Learning Turn into Your Side Hustle with Automated Content Generation : Step-by-Step Beginner's Guide
Machine learning, particularly in the field of Natural Language Processing (NLP), offers exciting opportunities for students and freelancers to create side hustles. Here's a simple, realistic plan tailored for individuals with no prior experience: Step 1: Understand the Basics of NLP Before diving into content generation, familiarize yourself with Natural Language Processing (NLP). It’s the technology behind text generation and optimization. Start with free resources like introductory articles or YouTube tutorials. Key concepts to learn include: Tokenization: Breaking text into smaller units (words or phrases) . Sentiment Analysis: Understanding the emotional tone of text . Text Generation: Using AI models to create human-like text . Here's a ready-made Python code to get you started with tokenization and sentiment analysis: python # Import necessary libraries import nltk from nltk . tokenize import word_tokenize , sent_tokenize from textblob import TextBlob import te...