Automatic Movie Review System Using Sentimental Analysis For Positive or Negative Reviews
Author(s): Pushkara Sharma Originally published on Towards AI. Natural Language Processing A great article to understand the basics of sentimental analysis and data scraping by reviewing movies. In this article, we will use machine learning to perform sentimental analysis of reviews available …
Reading: MegDet β A Large Mini-Batch Object Detector, 1st Place of COCO 2017 Detection Challenge (Object Detection)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Computer Vision Large Mini-Batch Size of 256 With Warmup Learning Rate Policy and Cross-GPU Batch Normalization, the training time is reduced From 33 hrs To 4 hrs mmAP increases much faster with 256-batch In …
Stock Downloader API with Alpha Vantage
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Finance Full code available on my GitHub repository. In the past few weeks, I scavenged the internet in search of reliable ways to download historical stock prices. Unfortunately, it is not easy to find …
How to Become a Data Scientist? Step-by-step Path
Author(s): Ali Ghandi Originally published on Towards AI. Data Science, Opinion Becoming a data scientist is a relatively new career trajectory that merges statistics, business logic, and programming knowledge. Especially a data scientist and not just a machine learning engineer needs a …
Data Science MOOCs are too Superficial
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Opinion Top highlight Image by Benjamin O. Tayo Data Science, Machine Learning, and Analytics are considered to be among the hottest career paths. The demand for skilled data science practitioners in industry, …
Summarizing A.I. Articles using A.I. (What else??)
Author(s): Jair Ribeiro Originally published on Towards AI. This is how Iβm using Artificial Intelligence to summarize my favorite articles aboutβ¦ Artificial Intelligence and build a weekly newsletter. I read an endless number of articles every week about A.I., and I believe …
Object Detection β Most Important βBβ Detectors and Use-cases for Smart Cities
Author(s): Mihir Rajput Originally published on Towards AI. Computer Vision Source: Scnsoft Letβs dive in. In this article will cover the following objects detection. Bus/Heavy Vehicle Detection Birds Detection Baseball bat Detection Bicycle Detection Bottle Detection (The world environment day special!) These …
#BlackLivesMatter ✊✊✊: VADER Sentiment Analysis of Twitter using Python
Author(s): Abhijeet Sahoo Originally published on Towards AI. Creating a Developer Account and App in Twitter Photo by Timothy Dykes on Unsplash βPlease, I canβt breatheβ β George Floyd These final words from an innocent black man on 25th of May 2020 …
Neural Networks from Scratch with Python Code and Math in Detailβ I
Author(s): Towards AI Editorial Team Originally published on Towards AI. Building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab Top highlight Source: Pixabay Author(s): Pratik Shukla, Roberto Iriondo Last updated December …
Create a Virtual Environment in Windows OS and Run a Flask Application Locally
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Easily create a virtual world for your projects A virtual environment creates separate space for a project with its dependencies at a definite place. This environment is distinct to the specific project …
Colorizing Black & White images with Deep Learning
Author(s): Jair Ribeiro Originally published on Towards AI. Deep Learning Source: Colorful Image Colorization Richard Zhang, Phillip Isola, Alexei A. Efros University of California, Berkeley Since the beginning of photography, Image colorization may have been reserved for those with artistic talent in …