TensorFlow 2.9 Is Here: Present-day Use Cases
Author(s): Anil Tilbe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Tensorflow is available as an open-source deep learning framework for machine learning under the MIT license. It provides a high-level API, which …
Comparison of C++ and Python With Code Examples
Author(s): Amit Chauhan Originally published on Towards AI. Basic and OOPs concepts for software programming This member-only story is on us. Upgrade to access all of Medium. Photo by Jexo on Unsplash In this article, we will explain the code concept comparison …
How To Choose Your Loss Function — Where I Disagree With Cassie Kozyrkov
Author(s): Christian Leschinski Originally published on Towards AI. Selecting the right loss function and evaluation metrics is important for the success of your data science project. But while a lot has been written about machine learning algorithms and overall trends in our …
Statistics for Machine Learning A-Z Part 2
Author(s): Gencay I. Originally published on Towards AI. Briefly Explained This member-only story is on us. Upgrade to access all of Medium. Image by Author Contents · Introduction· Terms ∘ Mean Square Error ∘ Pairwise Comparison ∘ Bootstrapping ∘ Chi-square ∘ Correlation …
7 Important Concepts in Artificial Intelligence and Machine Learning
Author(s): Carla Martins Originally published on Towards AI. Concepts you should know before starting any project This member-only story is on us. Upgrade to access all of Medium. Photo by Clément Hélardot on Unsplash Artificial intelligence (AI) and machine learning (ML) applications …
Ensemble Learning: Bagging, Boosting, and Stacking
Author(s): Dhrubjun Originally published on Towards AI. Photo by Wylly Suhendra on Unsplash “Alone we can do so little; together we can do so much.” — Helen Keller In machine learning, bias and variance tradeoff is one of the key concerns for …
SafetyOps — Automation Framework Beyond MLOps
Author(s): Supriya Ghosh Originally published on Towards AI. SafetyOps — Automation Framework Beyond MLOps Most Data Scientists and Machine Learning engineers are well-acquainted with MLOps and utilize the framework for Machine Learning (ML) Software production and deployment. But does the term SafetyOps …
Trends in AI — June 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight Multi-modal multi-task Reinforcement Learning from Deepmind’s Gato shell-shocked AGI predictions. DALLE·2 has new competition from Imagen by Google. Is reasoning with LLM’s around the corner when we ask them to …
Towards AI Announces Acquisition of Learn AI Together — The Largest AI Discord Community
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Unsplash Learn AI Together is a highly engaged community of 25,000 AI developers and enthusiasts. The acquisition accelerates Towards AI’s plans to democratize access to AI and build the key community …
How To Speed Up Your Grid Search 60x
Author(s): Optumi Originally published on Towards AI. Includes an example notebook and dataset Photo by William Chiesurin on Unsplash Example notebook For this article, we will use a notebook called GridSearchCV, created using code from a post on the website GeeksforGeeks. We …
Mathematical Reasoning With AI
Author(s): Teemu Maatta Originally published on Towards AI. New neural theorem proving techniques lead towards AGI. This member-only story is on us. Upgrade to access all of Medium. Photo by Louis Vanleer on Unsplash Introduction Mathematics is a challenge to AI research …
Hotel Data Visualization With Python
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Hotel or resort? Photo by Alexander Kaunas on Unsplash Intro Have you been curious to find out whether people loved to visit hotels or resorts more? or what sort of meals do people prefer …
MITACS Globalink Research Internship | How to get one?
Author(s): Raman Jha Originally published on Towards AI. MITACS Globalink Research Internship U+007C How to get one? Mitacs Globalink Research Internship Let me introduce myself first. Hey there, I am Raman Jha, a junior year Bachelor of Engineering student at D Y …
What are the advantages and disadvantages of K-Means Clustering?
Author(s): Akash Dawari Originally published on Towards AI. All About K-Means Clustering In this article we will understand a clustering algorithm by answering the following question: What is clustering? What are the real-world applications of clustering? How does K-means Clustering work? How …
Step-3: Designing the CNN model architecture
Author(s): Abhinav Bandaru Originally published on Towards AI. Hand Cricket Simulation Using CNN and OpenCV I have been wanting to work on this for a long time. Growing up, Hand Cricket was one of my favorite games and I feel like this …
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