What is TensorFlow, and how does it work?
Author(s): Mohit Varikuti Deep Learning What is TensorFlow? TensorFlow is an open-source end-to-end framework for building Machine Learning apps. It’s a symbolic math toolkit that performs a variety of tasks including deep neural network training and inference using dataflow and differentiable programming. …
How DeepMind Train Agents that can Play Any Game Without Human Intervention
Author(s): Jesus Rodriguez A new paper proposes a new architecture and training environment for generally capable agents. Continue reading on Towards AI » Published via Towards AI …
A Letter to Those Data Scientists Living in North America
Author(s): Pedram Ataee, PhD How the latest pandemic may affect your career path forever Continue reading on Towards AI » Published via Towards AI …
Tips and tricks for Plotly Bar Chart
Author(s): Kashish Rastogi Data Visualization Step-by-step guide for Bar Chart and making mind-blowing visualization. Tips and tricks to make your work easy. Image by: https://www.linkedin.com/in/kashish-rastogi-3a8b4119a You never knew you needed Plotly! Plotly is like chocolate for visualization you can’t get enough of it. …
SQL for Data Scientists/Analysts
Author(s): Saniya Parveez Introduction SQL is an important part of data and data science for the storage and retrieval of data. With extensive data being gathered and churned out every day in the industries, as long as the data remains in a …
Advantages & Disadvantages of Big Data
Author(s): Or Data Engineering Source: Image by TheDigitalArtist on Pixabay Big data is a collection of both structured and unstructured data that is huge in volume and rapidly generated. The amount of big data produced grows exponentially with time, and that amount is …
8 Active Learning Insights of Python Collection Module
Author(s): Amit Chauhan Container for data collections Continue reading on Towards AI » Published via Towards AI …
Image Segmentation with U-Net
Author(s): Buse Yaren Tekin, M.Sc. Step by step deep learning.. Continue reading on Towards AI » Published via Towards AI …
An Overview of Data Preprocessing: Converting Variables — Column Transformers, OneHotEncoding…
Author(s): Ibrahim Kovan Data Analysis An Overview of Data Preprocessing: Converting Variables — Column Transformers, OneHotEncoding, Label Binarizer, Standardization, Normalization, Robust Scaling, and more Useful data preprocessing methods with python implementation in one view The dataset should render suitable for the data trained in Machine Learning …
Complete list of Data Manipulation or Data Transformation techniques
Author(s): Michelangiolo Mazzeschi A guide to standardize data transformation libraries Continue reading on Towards AI » Published via Towards AI …
Data Visualization Performing a Data Analysis with Tableau: Does Ethnicity Play a Role in COVID…
Author(s): Vivian Chingyeh Lin Data Visualization Data Visualization Performing a Data Analysis with Tableau: Does Ethnicity Play a Role in COVID Deaths? The pandemic has given us plenty of data to analyze. By using Tableau, one of the best software used for data …
Pandas: Dealing with Categorical Data
Author(s): Amit Chauhan Series and DataFrame creation in python Continue reading on Towards AI » Published via Towards AI …
How to perform calculus in SQL?
Author(s): Rahul Lalchandani In the rare occasion you want to find the Area Under a Curve or mathematically speaking integrate a curve via SQL — I have a solution! Continue reading on Towards AI » Published via Towards AI …
The Future of Artificial Intelligence in Weather Forecasting
Author(s): Aryan Thodupunuri Artificial Intelligence Today’s weather forecasts are generated by some of the world’s most sophisticated computers. As you may know, weather forecasts are very unpredictable. This is because the climate is a very complex and volatile phenomenon that requires a …
Uber Uses this Technique to Improve the Training of Machine Learning Models Using Synthetic Data
Author(s): Jesus Rodriguez Called Generative Teaching Networks, the new method combines ideas from GANs and machine teaching. Continue reading on Towards AI » Published via Towards AI …