Example 1: Extract a Table from PDF File Using Python
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Demonstration of parsing PDF files using Python & R API Top highlight Data is key for any analysis in data science, be it inferential analysis, predictive analysis, or prescriptive analysis. The predictive …
Baby Steps to TensorFlow
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Tutorial on Creating a Simple TensorFlow Model U+007C Towards AI Training your first Tensorflow based Neural Network model for Celsius to Fahrenheit conversion TensorFlow is an open-source machine learning library for research and …
Introduction to the Architecture of Recurrent Neural Networks (RNNs)
Author(s): Manish Nayak Originally published on Towards AI. RNNs Architecture U+007C Towards AI Introduction In my previous post, I explain different ways of representing text as a vector. you can read about Word2Vec, Doc2Vec and you can also find a jupyter notebook …
References
Author(s): Joseph Reddy Originally published on Towards AI. Machine Learning, Python End to End Model of Data Analysis & Prediction Using Python on SAP HANA Table Data This blog helps to connect with SAP HANA DB (Version 1.0 SPS12) then extracts the …
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Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch
Author(s): Rafay Khan Originally published on Towards AI. Top highlight Machine Learning, Programming, Python Update: I am overwhelmed by the positive feedback this writeup has received, especially by people in the AI community I look up to. I am also grateful to …
Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch
Author(s): Rafay Khan Understanding new concepts can be hard, especially these days when there is an avalanche of resources with only cursory explanations for complex concepts. This blog is the result of a dearth of detailed walkthroughs on how to create neural …
AWS Certified Solutions Architect Associate | Exam Tips
Author(s): Tina Bu Exam tips for the Amazon Web Services Solutions Architect Associate certification I just passed my AWS Certified Solutions Architect Associate exam 👏🏻👏🏻👏🏻 and I want to share my experience and exam preparation tips with you. Currently, the platform has …
Building a Recommender System With Pandas
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Full Guide to Build a Recommender System U+007C Towards AI Hello World, in just a few minutes, I’d show you some pretty effective ways to use Pandas for Data Science. I assume you …
How, When, and Why Should You Normalize / Standardize / Rescale Your Data?
Author(s): Swetha Lakshmanan Before diving into this topic, lets first start with some definitions. “Rescaling” a vector means to add or subtract a constant and then multiply or divide by a constant, as you would do to change the units of measurement …
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