Explainable AI: GradCAM
Author(s): Shubham Bhandari Originally published on Towards AI. Photo by Neeqolah Creative Works on Unsplash With the recent advancements in AI, we are witnessing the emergence of some of the most sophisticated AI systems that have ever existed. Propelled by the wave …
The Transformer Architecture From a Top View
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Exploring the encoder-decoder magic in NLP behind LLMsImage created by the author. The state-of-the-art Natural Language Processing (NLP) models used to be Recurrent Neural Networks (RNN) among others. And then came Transformers. Transformer architecture …
How Good is Google Gemini 1.5 With a Massive 1 Million Context Window?
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Created by Author with DALL-E Introduction Artificial Intelligence, and particularly Generative AI, is evolving at a rapid pace; every other week, we hear a new Large Language Model (LLM) being released! Google has …
Prompt Engineering Best Practices: Iterative Prompt Development
Author(s): Youssef Hosni Originally published on Towards AI. When you build applications with large language models, it is difficult to come up with a prompt that you will end up using in the final application on your first attempt. However as long …
Deploy Machine Learning Models Using the Power of Streamlit!
Author(s): Eashan Mahajan Originally published on Towards AI. Photo by Kevin Ku on Unsplash With machine learning continuing to dominate the technology landscape, people have eagerly jumped on the hype train and dived deep into the vast realm. As datasets have popped …
Do Not Create That New Report!
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. Embracing a focused reporting approach in the data-driven era to overcome the pitfalls of excessive reporting and enable efficient and effective decision-making.Photo by Fey Marin on Unsplash In the contemporary …
Converting Textual data to Tabular form using NLP
Author(s): Danish Javed Originally published on Towards AI. Flow Diagram of Architecture Followed in Article Introduction: Larger textual files may be more difficult to manage than tabular data because tabular data facilitates understanding by visualizing information in an organized manner.This article will …
Causal Inference Python Implementation
Author(s): Akanksha Anand (Ak) Originally published on Towards AI. Photo by SHVETS production from Pexels As per the routine I follow every time, here I am with the Python implementation of Causal Impact. If you haven’t read my previous blogs in the …
EarlyStopping and LiveLossPlot Callbacks in TensorFlow, Keras, and Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. How to Improve Your Model Training Time and to Prevent Overfitting Using EarlyStopping and Plot the Losses and Metrics Live While TrainingPhoto by Pierre Bamin on Unsplash Keras library has several callback functions …
Performing Data Science Tasks with LLM-Based Agents CrewAI
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Trying out the agents to do data scientist activityImage generated by DALL-E 3 LLM-based Agents or LLM Agents are agent structures that could execute complex tasks with LLM applications that have an architecture …
Language Modeling From Scratch — Part 2
Author(s): Abhishek Chaudhary Originally published on Towards AI. In the previous article we made use of probability distribution to create a name generator, we also looked into using a simple neural network. We concluded the article with the observation that even though …
Machine Learning in Chemistry
Author(s): Tony Flores Originally published on Towards AI. Image adapted from Adobe Stock Machine learning is becoming a significant tool in the field of chemistry, providing new opportunities in various areas such as drug discovery and materials science. Machine learning algorithms, especially …
Hands-On LangChain for LLMs App: Chat with Your Files
Author(s): Youssef Hosni Originally published on Towards AI. In previous articles, we have explored the journey from loading documents to creating a vector store, discussing the limitations of existing models in handling follow-up questions and engaging in real conversations. The good news …
Let the Sunburst! — The complete Guide On How To Plot Sunburst Charts in Plotly
Author(s): Arslan Shahid Originally published on Towards AI. A beginner to advanced guide to sunburst charts in PlotlyImage by the Author After three years of working in data-related roles, I can safely say that the most underrated skill is good data visualization. …
Get Started With Google Gemini Pro Using Python in 5 Minutes
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Google Gemini — Source: Bard becomes Gemini Introduction Google Gemini Pro is part of Google’s latest AI model, Gemini, which was announced as their most capable and general AI model to date. This …
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