Savulla vaishnavivaishnavi-savulla.hashnode.dev·Nov 30, 2024Forecasting Commodity Prices and Arrivals in Telangana: A Machine Learning and Time Series Analysis ApproachI'm thrilled to share a project that has been both challenging and enlightening! Although the journey had its obstacles, it was a rewarding path of personal and professional growth. Here are some key highlights of the process, insights gained, and le...Discussmachine learning models
Cyber Michaelacybermichaela.hashnode.dev·Nov 29, 2024Step 2 to Mastering Machine Learning: Preprocessing, Training, and Tuning Models4. Preprocessing Guide 4.1 Data Loading and Exploration 4.1.1 Loading Data with Pandas Reading Datasets (.csv, .xlsx, .json, etc.) Using pandas.read_* Functions Pandas is the most widely used library for loading and manipulating tabular data in Pyth...Discuss·1 likePython
Cyber Michaelacybermichaela.hashnode.dev·Nov 29, 2024Step 1 to Mastering Machine Learning: Exploring Categories and Key Algorithms1. Introduction 1.1 What is Machine Learning? Machine learning is a field of computer science that allows systems to learn and make decisions from data without being explicitly programmed. Instead of following a set of hard-coded rules, machine learn...DiscussPython
Fatima Jannetmahia.hashnode.dev·Nov 27, 2024ML chapter 10: Model Selection & BoostingWelcome to the final part of our journey. After we built our Machine Learning models, I guess we still have some questions: How do we handle the bias-variance tradeoff when building a model and checking its performance? How do we pick the best valu...Discuss·10 likesMachine Learning (Python)Xgboost
Fatima Jannetmahia.hashnode.dev·Nov 26, 2024ML Chapter 8.2 : Deep LearningWelcome to Part 8.2 - Deep Learning! Deep Learning is the most exciting and powerful branch of Machine Learning. If you're new to this blog, I strongly advise you to read the previous blogs because this one is quite advanced. Thank you! Plan of attac...Discuss·10 likes·204 readsMachine Learning (Python)Deep Learning
Fatima Jannetmahia.hashnode.dev·Nov 21, 2024ML Chapter 8.1 : Deep LearningWelcome to Part 8.1 - Deep Learning! If you're new to this blog, I strongly advise you to read the previous posts because this one is quite advanced. Thank you! Deep Learning is the most exciting and powerful branch of Machine Learning. Deep Learning...Discuss·10 likes·89 readsMachine Learning (Python)Deep Learning
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 21, 2024NLP Pipeline from Data Acquisition to DeploymentWhat is NLP Pipeline? NLP is a set of steps followed to build an end-to-end NLP software. Pipeline provides the thinking to build any app from a basic level up to advanced or real time used applications. NLP software consists of the following steps...DiscussPipeline
Fatima Jannetmahia.hashnode.dev·Nov 16, 2024ML Chapter 7: Natural Language ProcessingNatural Language Processing (NLP) involves using machine learning models to work with text and language. The goal of NLP is to teach machines to understand spoken and written words. For example, when you dictate something into your iPhone or Android ...Discuss·1 like·72 readsMachine Learning (Python)nlp
Fatima Jannetmahia.hashnode.dev·Nov 15, 2024ML Chapter 6: Reinforcement LearningWelcome to Part 6 - Reinforcement Learning! Reinforcement Learning is a powerful branch of Machine Learning used to solve problems by deciding actions based on past data. It's also used in AI to train machines for tasks like walking, using rewards an...Discuss·1 like·26 readsMachine Learning (Python)Reinforcement Learning
Parasai-powered-personal-assistants.hashnode.dev·Nov 14, 2024Supervised Learning: The Backbone of Modern Machine Learning ModelsIn the era of artificial intelligence and machine learning, supervised learning stands out as a fundamental approach for building powerful and efficient models. Whether it’s predicting stock prices, diagnosing diseases, or enabling facial recognition...Discuss·1 likeSupervised learning
