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Building a Face Detection Model from Video using Deep Learning (Python Implementation)
Face detection is all the rage these days - but can you build a model on a video? Things get tricky when the subject is dynamic - learn all about it here!
Faizan Shaikh 06 May, 2019
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A Practical Guide to Object Detection using the Popular YOLO Framework – Part III (with Python codes)
Learn about YOLO Framework efficiency in object detection. Understand its functioning, bounding box encoding, IoU, anchor boxes, and Python
Pulkit Sharma 10 Jul, 2024
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Building a Random Forest from Scratch & Understanding Real-World Data Products (ML for Programmers – Part 3)
This article covers different Machine learning applications in business and necessary steps for Building a Random Forest from Scratch in Python.
Aishwarya Singh 25 Oct, 2024
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Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python
ULMFiT is an essential method to enable transfer learning for NLP tasks. This is a tutorial on Text Classification using ULMFiT & Fastai library in Python
Prateek joshi 30 Apr, 2020
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A Practical Implementation of the Faster R-CNN Algorithm for Object Detection (Part 2 – with Python codes)
A brief introduction to faster R CNN in Python. Learn the practical implementation of faster R CNN algorithms for object detection.
Pulkit Sharma 01 Jul, 2024
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An Intuitive Guide to Interpret a Random Forest Model using fastai library (Machine Learning for Programmers – Part 2)
Interpreting random forest model using fastai library in python using various techniques like dependence & tree interpreters in machine learning.
Aishwarya Singh 27 Aug, 2021
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Stock Market Price Prediction Using Deep Learning
Stock market predictions using machine learning and deep learning techniques, such as Moving Averages, knn, ARIMA, prophet, and LSTM.
Aishwarya Singh 14 Apr, 2025
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Deep Learning in the Trenches: Understanding Inception Network from Scratch
Inception network used for solving image recognition and detection problems. Learn about Inception networks and implementation of googlenet
Faizan Shaikh 03 Oct, 2024
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An NLP Approach to Mining Online Reviews using Topic Modeling (with Python codes)
Information retrieval saves us from the labor of going through each product review. Learn the importance of online reviews and how to use Topic Modeling.
Prateek joshi 23 Oct, 2024
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An Introduction to Random Forest using the fastai Library (Machine Learning for Programmers – Part 1)
This article provides a comprehensive summary of fast.ai’s machine learning course. It's an introduction to random forest using the fastai library.
Aishwarya Singh 26 Aug, 2021
