Master Generative AI with 10+ Real-world Projects in 2025!
Author: since 26 Feb, 2024 Article: 101 Claps: 2369
Hi, I am Janvi, a passionate data science enthusiast currently working at Analytics Vidhya. My journey into the world of data began with a deep curiosity about how we can extract meaningful insights from complex datasets.
Understand fine-tuning vs full training vs training from scratch in ML, with use cases, advantages, and practical code examples.
Mathematics for Data Science: Essential tools and techniques including statistics, probability, linear algebra, calculus, and geometry.
Learn about Ordinal Data: Understand its definition, examples, applications, and how to analyze it using statistical measures.
Automate email sending using Python's smtplib: single/multiple recipients, attachments. Learn to streamline communication tasks efficiently.
Transformers and Python modules simplify text summarization, enhancing efficiency and decision-making. Summarize text with ease!
Learn to scrape data from any website using the Selenium library on Python, with this comprehensive guide on web scraping.
Understand the fundamental concept of LSTM models and their role within RNNs; also learn to use them for language translation and NLP tasks.
Mastering Ship Classification: Explore CNNs, Transfer Learning, and Analytics Vidhya dataset for accurate ship categorization.
Decoding Neural Networks in artificial intelligence and machine learning. Understand the distinction between machine & deep learning.
Guide on hypothesis testing, parametric & non-parametric tests like Chi-Square, Mann-Whitney U, Kruskal-Wallis, with Python examples.
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