How to Achieve Effective Exploration Without the Sacrifice of Exploitation
Author(s): Sherwin Chen Machine Learning A gentle introduction to the Never Give Up(NGU) agent Image by Gerd Altmann from Pixabay Modern deep reinforcement learning agents often do well in either exploration or exploitation. Agents like R2D2 and PPO can easily achieve super-human performance on …
Fundamental Properties of Time Series Data
Author(s): Mahbubul Alam Trend, seasonality, structural break, randomness and more!! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Playing with Images in Python
Author(s): Gautam Kmr Image processing is an area which is used in machine learning on a wide scale. We have many packages and tools to work with images… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
TensorFlow 2 for All: The Giant of Deep Learning
Author(s): Irfan Danish Its all about learning from your competitors. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
The Misuse of Statistics
Author(s): Arghyamalya Biswas Opinion, Statistics Some people can misuse statistics because we can lie with statistics Source: Image by Author “Politicians use statistics in the same way that a drunk uses lamp-posts for support rather than illumination” -A.Lang Statistics is the primary tool …
How to Evaluate a Data Visualization
Author(s): Benjamin Obi Tayo Ph.D. A good data visualization should have all essential components in place Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
NLP News Cypher | 06.21.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Zach Castillo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.21.20 Bravehearts When it comes to cyber hacks, NSA is the 3-letter agency to keep your eye on. …
Gradient Descent Algorithm Explained
Author(s): Pratik Shukla Originally published on Towards AI. Machine Learning With Step-By-Step Mathematical Derivation Source: Unsplash Index: Basics Of Gradient Descent. Basic Rules Of Derivation. Gradient Descent With One Variable. Gradient Descent With Two Variables. Gradient Descent For Mean Squared Error Function. …
Gradient Descent Algorithm Explained
Author(s): Pratik Shukla Machine Learning With Step-By-Step Mathematical Derivation Source: Unsplash Index: Basics Of Gradient Descent. Basic Rules Of Derivation. Gradient Descent With One Variable. Gradient Descent With Two Variables. Gradient Descent For Mean Squared Error Function. What is Gradient Descent? Gradient Descent is …
How to Evaluate a Data Visualization
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. A good data visualization should have all essential components in place Image by Benjamin O. Tayo Data visualization is one of the most important branches in data science. It is one of …
Deploying Machine Learning Models As a Service Using AWS EC2
Author(s): Tharun Kumar Tallapalli Originally published on Towards AI. Cloud Computing, Machine Learning An Overview of Deploying ML Models as Web Applications on EC2 using Flask and Nginx When ML Models are the only use case in our application we deploy it …
Using Torchmoji with Python and Deep Learning
Author(s): Michelangiolo Mazzeschi Converting text to Emoji with deep learning. Full code available at my repo. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
How to Ensure the AI You Are Designing is Fit for its Purpose (Part 2)
Author(s): Masheika (Allen) Allgood The issues we’re seeing with AI applications aren’t the result of poor design, bad intent or negligence. It’s a communication problem… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Neural Networks from Scratch with Python Code and Math in Detail- I
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Learn all about neural networks from scratch. From the math behind it to step-by-step implementation case studies in Python. Launch them live on Google Colab Note: In our upcoming second tutorial on neural networks, we will …
Corporate AI Strategy After Covid-19
Author(s): Raj Shroff Artificial Intelligence can help companies emerge from Covid-19 more resilient than before Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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