The articles have been categorised as follows:
:point_right: Video Tutorials
:point_right: Interview
:point_right: Mathematics for Machine/ Deep Learning
:point_right: Machine Learning
:point_right: Advanced Machine Learning
:point_right: Deep Learning ( Python )
:point_right: Capsule Neural Network
:point_right: Convolutional Neural Network
:point_right: Self Driving Car
:point_right: Tensorflow
:point_right: Chatbot
:point_right: Generative Adversial Network
:point_right: Courses
:point_right: Computer Vision
:point_right: Deploying Model
:point_right: Pytorch
:point_right: Natural Language Processing
:point_right: Recurrent Neural Network
:point_right: Miscellaneous
NO TIME TO READ AI RESEARCH? WE SUMMARIZED TOP 2018 PAPERS FOR YOU
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7 Steps to crack your first Data Science Internship (Tips, Tricks and Resources!)
45 Questions to test a data scientist on basics of Deep Learning (along with solution)
The Most Comprehensive Data Science & Machine Learning Interview Guide You’ll Ever Need
Data Science and Machine Learning Interview Questions ==================================++++++++++=====================================
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How I implemented iPhone X’s FaceID using Deep Learning in Python.
How to do Deep Learning on Graphs with Graph Convolutional Networks
Top 10 Pretrained Models to get you Started with Deep Learning (Part 1 – Computer Vision)
A Comprehensive guide to Fine-tuning Deep Learning Models in Keras (Part I)
A Comprehensive guide to Fine-tuning Deep Learning Models in Keras (Part II)
Transfer learning & The art of using Pre-trained Models in Deep Learning
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Understanding Hinton’s Capsule Networks. Part 2. How Capsules Work.
Understanding Hinton’s Capsule Networks. Part 3. Dynamic Routing Between Capsules.
Understanding Hinton’s Capsule Networks. Part 4. CapsNet Architecture.
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Learn to build a Convolutional Neural Network on the web with this easy tutorial.
Image Classification using Convolutional Neural Networks in Keras
Convolutional Neural Networks with Data Augmentation using Keras
Visualizing intermediate activation in Convolutional Neural Networks with Keras
Eye in the Sky — Image Classification using Transfer Learning and Data Augmentation
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Building an Autonomous Vehicle Part 2: Using Computer Vision to detect lane lines on road.
Building an Autonomous Vehicle Part 3: Using Machine Learning techniques to detect vehicles on road.
Building an Autonomous Vehicle Part 4.1: Sensor Fusion and Object Tracking using Kalman Filters.
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Real-time Human Pose Estimation in the Browser with TensorFlow.js.
How to play Quidditch using the TensorFlow Object Detection API.
YOLO — You only look once, real time object detection explained.
Building an image caption generator with Deep Learning in Tensorflow
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Getting started with Dialogflow and building my first bot (Newbie’s guide).
Building a Conversational Chatbot for Slack using Rasa and Python -Part 1
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LearnOpenCV
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How to Deploy Machine Learning Models using Flask, Docker and Google Cloud Platform(GCP)
Machine learning on mobile devices: 3 steps for deploying ML in your apps
Deploying Deep Learning Models On Web And Mobile ===================================++++++++++=====================================
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[IMPORTANT] Evaluating Text Output in NLP: BLEU at your own risk
An NLP View on Holiday Movies — Part II: Text Generation using LSTM’s in Keras
Natural Language Processing: Count Vectorization with scikit-learn
(25-2-2019)An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec
(25-2-2019)Classifying Tweets for Sentiment Analysis: Natural Language Processing in Python for Beginners
Steps for effective text data cleaning (with case study using Python)
Ultimate Guide to Understand & Implement Natural Language Processing (with codes in Python)
A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
Introduction to Flair for NLP: A Simple yet Powerful State-of-the-Art NLP Library
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(24-02-2019)Fundamentals of Deep Learning – Introduction to Recurrent Neural Networks
Attention in Long Short-Term Memory Recurrent Neural Networks
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