Search results for iaas
-
Level Up with DataCamp’s New Azure Certification
Enhance your data profession by learning Azure, a high-demand skill and expertise.https://www.kdnuggets.com/level-up-with-datacamps-new-azure-certification
-
Beginner’s Guide to Cloud Computing
Learn how cloud computing works, different types of models, top cloud platforms, and applications.https://www.kdnuggets.com/2023/01/beginner-guide-cloud-computing.html
-
The Complete Data Engineering Study Roadmap
Everything you need to know to start your career in Data Engineering.https://www.kdnuggets.com/2022/11/complete-data-engineering-study-roadmap.html
-
Top YouTube Machine Learning Channels
These are the top 15 YouTube channels for machine learning as determined by our stated criteria, along with some additional data on the channels to help you decide if they may have some content useful for you.https://www.kdnuggets.com/2021/03/top-youtube-machine-learning-channels.html
-
5 Best Practices for Putting Machine Learning Models Into Production
Our focus for this piece is to establish the best practices that make an ML project successful.https://www.kdnuggets.com/2020/10/5-best-practices-machine-learning-models-production.html
-
Everything a Data Scientist Should Know About Data Management">Everything a Data Scientist Should Know About Data Management
For full-stack data science mastery, you must understand data management along with all the bells and whistles of machine learning. This high-level overview is a road map for the history and current state of the expansive options for data storage and infrastructure solutions.https://www.kdnuggets.com/2019/10/data-scientist-data-management.html
-
How To Get Funding For AI Startups
What are the biggest challenges AI startups have when pitching to investors? Learn how to grab their attention with these recommendations on how to start building your AI company.https://www.kdnuggets.com/2019/06/funding-ai-startups.html
-
Understanding Cloud Data Services">Understanding Cloud Data Services
Ready to move your systems to a cloud vendor or just learning more about big data services? This overview will help you understand big data system architectures, components, and offerings with an end-to-end taxonomy of what is available from the big three cloud providers.https://www.kdnuggets.com/2019/06/understanding-cloud-data-services.html
-
Industry Predictions: AI, Machine Learning, Analytics & Data Science Main Developments in 2018 and Key Trends for 2019">Industry Predictions: AI, Machine Learning, Analytics & Data Science Main Developments in 2018 and Key Trends for 2019
This is a collection of data science, machine learning, analytics, and AI predictions for next year from a number of top industry organizations. See what the insiders feel is on the horizon for 2019!https://www.kdnuggets.com/2018/12/predictions-industry-2019.html
-
Intuitive Ensemble Learning Guide with Gradient Boosting
This tutorial discusses the importance of ensemble learning with gradient boosting as a study case.https://www.kdnuggets.com/2018/07/intuitive-ensemble-learning-guide-gradient-boosting.html
-
Genetic Algorithm Implementation in Python">Genetic Algorithm Implementation in Python
This tutorial will implement the genetic algorithm optimization technique in Python based on a simple example in which we are trying to maximize the output of an equation.https://www.kdnuggets.com/2018/07/genetic-algorithm-implementation-python.html
-
Beginners Ask “How Many Hidden Layers/Neurons to Use in Artificial Neural Networks?”">Beginners Ask “How Many Hidden Layers/Neurons to Use in Artificial Neural Networks?”
By the end of this article, you could at least get the idea of how these questions are answered and be able to test yourself based on simple examples.https://www.kdnuggets.com/2018/07/beginners-ask-how-many-hidden-layers-neurons-neural-networks.html
-
Packaging and Distributing Your Python Project to PyPI for Installation Using pip
This tutorial will explain the steps required to package your Python projects, distribute them in distribution formats using steptools, upload them into the Python Package Index (PyPI) repository using twine, and finally installation using Python installers such as pip and conda.https://www.kdnuggets.com/2018/06/packaging-distributing-python-project-pypi-pip.html
-
Complete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API">Complete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API
In this tutorial, a CNN is to be built, and trained and tested against the CIFAR10 dataset. To make the model remotely accessible, a Flask Web application is created using Python to receive an uploaded image and return its classification label using HTTP.https://www.kdnuggets.com/2018/05/complete-guide-convnet-tensorflow-flask-restful-python-api.html
-
Building Convolutional Neural Network using NumPy from Scratch">Building Convolutional Neural Network using NumPy from Scratch
In this article, CNN is created using only NumPy library. Just three layers are created which are convolution (conv for short), ReLU, and max pooling.https://www.kdnuggets.com/2018/04/building-convolutional-neural-network-numpy-scratch.html
-
Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step
What are the advantages of ConvNets over FC networks in image analysis? How is ConvNet derived from FC networks? Where the term convolution in CNNs came from? These questions are to be answered in this article.https://www.kdnuggets.com/2018/04/derivation-convolutional-neural-network-fully-connected-step-by-step.html
-
Introduction to Optimization with Genetic Algorithm">Introduction to Optimization with Genetic Algorithm
This article gives a brief introduction about evolutionary algorithms (EAs) and describes genetic algorithm (GA) which is one of the simplest random-based EAs.https://www.kdnuggets.com/2018/03/introduction-optimization-with-genetic-algorithm.html
-
The Internet of Things in the Cloud
Cloud computing is the next evolutionary step in Internet-based computing, which provides the means for delivering ICT resources as a service. Internet-of-Things can benefit from the scalability, performance and pay-as-you-go nature of cloud computing infrastructures.https://www.kdnuggets.com/2017/05/internet-of-things-iot-cloud.html
-
Unsupervised Investments: A Comprehensive Guide to AI Investors
This article presents a list of 80 funds investing in Artificial Intelligence and Machine Learning.https://www.kdnuggets.com/2017/03/unsupervised-investments-guide-ai-investors.html
-
Cloud Computing Key Terms, Explained
A concise overview of 20 core cloud computing ecosystem concepts. The focus here is on the terminology, not The Big Picture.https://www.kdnuggets.com/2016/06/cloud-computing-key-terms-explained.html
-
Top 10 Big Data Companies by Revenue
IBM, HP, Dell, and SAP lead the list of Big Data companies with the most revenue from big data hardware, software, and IT services.https://www.kdnuggets.com/2014/12/top-10-big-data-companies-revenue.html