Diversity of Variables in Statistics: A Guide for Data Professionals
Author(s): Anmol Tomar Originally published on Towards AI. Quantitative and Qualitative Variables: Unveiling the Dichotomy This member-only story is on us. Upgrade to access all of Medium. Pic Credits: Analytics Vidhya In statistics, understanding the types of data measurements is essential for …
What to Learn in Data Science (2023)
Author(s): James Koh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Beginners, and even existing ML practitioners and data scientists, get lost in the large sea of endless information. There is information overload, …
Information & Entropy
Author(s): Sushil Khadka Originally published on Towards AI. What, Why, and How explained Photo by Raimond Klavins on Unsplash Use “entropy” and you can never lose a debate, von Neumann told Shannon because no one really knows what “entropy” is. — William …
![Mastering A/B Testing: A Real World Business Example [Part 1]](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/0*0uUGbGqORwh2NlhT.png?w=700&resize=700,592&ssl=1 "Mastering A/B Testing: A Real World Business Example [Part 1]")
Mastering A/B Testing: A Real World Business Example [Part 1]
Author(s): Youssef Hosni Originally published on Towards AI. Step-by-Step Walk-Through Real World A/B Testing Use Case This member-only story is on us. Upgrade to access all of Medium. Imagine a scenario where you are running a website, and you aim to optimize …
Top Important Computer Vision for Week from 7/8 to 13/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
The Unreasonable Effectiveness of Transfer Learning
Author(s): Satyam Kumar Originally published on Towards AI. Essential guide to multi-output prediction with Keras Functional API This member-only story is on us. Upgrade to access all of Medium. Image by Gerd Altmann from Pixabay Training a complex deep-learning neural network requires …
Gorilla — Enhancing Large Language Models’ Ability to Use API Calls
Author(s): Marcello Politi Originally published on Towards AI. A Finetuned LLaMA-based Model to Improve LLMs’ API Call Accuracy and Adaptability Photo by Valentin Jorel on Unsplash This member-only story is on us. Upgrade to access all of Medium. Large Language Models today …
How to install Hadoop on MacBook M1 or M2 without Homebrew or Virtual Machine
Author(s): Mala Deep Originally published on Towards AI. Step 1: Check and install the Java JDK (if needed) using the terminal This member-only story is on us. Upgrade to access all of Medium. Hadoop localhost User Interface. Image by the author. In …
What Are Large Language Models?
Author(s): Youssef Hosni Originally published on Towards AI. Embarking on a Journey with Large Language Models (LLMs) This member-only story is on us. Upgrade to access all of Medium. The world of artificial intelligence has been revolutionized by the emergence of Large …
Fine-Tuning a Llama-2 7B Model for Python Code Generation
Author(s): Eduardo Muñoz Originally published on Towards AI. A demo on how to fine-tune the new Llama-2 using PEFT, QLoRa, and the Huggingface utilities Image by author created in Leonardo.ai About 2 weeks ago, the world of generative AI was shocked by …
Transformers and Positional Embedding: A Step-by-Step NLP Tutorial for Mastery
Author(s): Rokas Liuberskis Originally published on Towards AI. CNNs and RNNs vs. Transformers This member-only story is on us. Upgrade to access all of Medium. https://www.youtube.com/embed/S_PqkxUP2PY I am starting a new tutorial series about Transformers. I’ll implement them step-by-step in TensorFlow, explaining …
How Much Time You Should Spend On Data Science Interview Preparation
Author(s): Adam Ross Nelson Originally published on Towards AI. The first clue is… ask yourself: Want the job? How much? This member-only story is on us. Upgrade to access all of Medium. TLDR: If you’re not sure how much time to spend …
Build A Custom AI Based ChatBot Using Langchain, Weviate, and Streamlit
Author(s): Skanda Vivek Originally published on Towards AI. A comprehensive guide to building a customized chatbot using Generative AI, a popular vector database, prompt chaining, and UI tools This member-only story is on us. Upgrade to access all of Medium. As multiple …
From Experiments 🧪 to Deployment 🚀: MLflow 101 | Part 02
Author(s): Afaque Umer Originally published on Towards AI. From Experiments U+1F9EA to Deployment U+1F680: MLflow 101 U+007C Part 02 Uplift Your MLOps Journey by crafting a Spam Filter using Streamlit and MLflow Image Source: Unsplash Hello there U+1F44B, and a warm welcome …
Langchain 101: Extract structured data (JSON)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A practical example of controlling output format as JSON using Langchain This member-only story is on us. Upgrade to access all of Medium. Based on the medium’s new policies, I am …
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