Generating Synthetic Sequential Data using GANs
Author(s): Armando Vieira Sequential data — data that has time dependency — is very common in business, ranging from credit card transactions to medical healthcare records to stock market prices. But privacy regulations limit and dramatically slow-down access to useful data, essential …
Building Neural Networks with Python Code and Math in Detail — II
Author(s): Pratik Shukla, Roberto Iriondo Source: Pixabay The second part of our tutorial on neural networks from scratch. From the math behind them to step-by-step implementation case studies in Python. Launch the samples on Google Colab. In the first part of our tutorial …
Content-Based Recommendation System using Word Embeddings
Author(s): Dhilip Subramanian Average Word2Vec and TF-IDF Word2Vec Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Do You Understand Gradient Descent and Backpropagation? Most Don’t.
Author(s): Michel Kana, Ph.D A simple mathematical intuition behind one of the commonly used optimization algorithms in Machine Learning. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
NLP News Cypher | 06.28.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jeff Finley on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.28.20 The Final Frontier Geoff Hinton backpropagated himself and cancelled a bunch of meetings. He realized that his …
Top List of Quick Pandas Methods
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Saving you time with these useful tricks After 3 months of learning Pandas daily, these are the top algorithm you can use for a quick but significant edit without losing your patience. If you …
Start-off your ML journey with K-Nearest Neighbors!
Author(s): Daksh Trehan Detailed theoretical explanation and scikit-learn implementation with example! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Top List of Quick Pandas Methods
Author(s): Michelangiolo Mazzeschi Saving you time with these useful tricks Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Clustering: What Is It and When To use it?
Author(s): Daksh Trehan Originally published on Towards AI. Machine Learning, Data Science A comprehensive guide to K-Means, K-Means++, and DBSCAN. Clustering is a Machine Learning technique whose aim is to group the data points having similar properties and/or features, while data points …
Here’s the Pipeline:
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry …
Regression/Classification Basic Pipeline
Author(s): Shaurya Lalwani Data Science Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry you’re working for. Generally, …
Polynomial Interpolation
Author(s): Andrei Gasparovici A lesson in numerical analysis Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Gradient Descent v/s Normal Equation For Regression Problems
Author(s): Pushkara Sharma Originally published on Towards AI. Machine Learning Choosing the right algorithm to find the parameters that minimize the cost function Gradient Descent v/s Normal Equation In this article, we will see the actual difference between gradient descent and the …
Image Processing Basics through OpenCV
Author(s): Shuvayan Ghosh Dastidar Originally published on Towards AI. Photo by Shahadat Rahman on Unsplash In computer science, digital image processing is the use of a digital computer to process digital images through an algorithm.[1] An image is taken as input and …
AI: The Journey Ahead
Author(s): Sean W Smith Start and step forward on your influential path! [digAI 01.06] Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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