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Articles on Trending Technologies
Technical articles with clear explanations and examples
How to Create simulated data for classification in Python
In this Tutorial we will learn how to create simulated data from classification in Python. Introduction Simulated data can be defined as any data not representing the real phenomenon but which is generated synthetically using parameters and constraints. When and why do we need simulated data? Sometimes while prototyping a particular algorithm in Machine Learning or Deep Learning we generally face a scarcity of good real-world data which can be useful to us. Sometimes there is no such data available for a given task. In such scenarios, we may need synthetically generated data. This data can also be from Lab ...
Read MoreHow to create Models in Keras?
In this article, we are going to learn about how to create Models in Keras Introduction Keras is an open-source library in Python which provides APIs for building Artificial Neural Network Models with great flexibility. Modelling in Keras can be done either using the Functional API or the Keras Sequential Model. Keras module is also available under the popular Tensorflow Library. Latest version and installation The latest version of keras as of writing this article is 2.1.0. Keras can be installed from PyPI repository using pip. Advantages of Keras for Modelling Keras is used for fast implementation due to ...
Read MoreWhat Kind of Job and Salary Can I Expect with the PMP® Certification?
The PMP (Project Management Professional) is an internationally accredited professional certification widely accepted in the project management industry. Those who pass the exam can reportedly earn a salary of up to $400, 000 per year. Let us dig deep into what kind of job and salary one can expect with the PMP certification. What is the PMP® Certification? The PMP® certification is a globally recognized standard for project management. The PMP certification is offered by Project Management Institute (PMI). To be eligible for the PMP®, you must first pass an exam. Once you have passed the exam, you will be ...
Read MoreThe Best Management Practice Portfolio
It is important to know how your company will perform in the future and to ensure you are doing everything possible to make that happen. This article discusses how the best management practices can help build a successful company. What is a management practice portfolio? A management practice portfolio is a collection of evidence that supports the effectiveness of a particular management practice. The purpose of a management practice portfolio is to help managers justify their use of specific management practices and to provide information that can be used to improve the effectiveness of those practices. A good management practice ...
Read MoreProject Schedule Management – Tips and Techniques
Regardless of project size, project managers need to be able to juggle the different expectations of their stakeholders and still pull off the project successfully. A schedule is one of the most important things a PM needs for their projects, as it defines what's happening, what tasks need to happen, where, and when. What is Project Schedule Management? Project schedule management (PSM) is a process that helps managers plan, control, and manage the project timeline. It helps to ensure that projects are completed on time, within budget, and to the required quality level. There are several key steps in PSM ...
Read MoreCarving Your Path to Project Management Office
Project managers are in charge of the projects and make important decisions about how andwhen to work. However, project management is a broad field with endless routes. There are many different types of project management, such as Six Sigma or lean project management.With so many paths, knowing which path is best for you can take time and effort. What is a Project Management Office? A Project Management Office (PMO) is a specialized business unit within an organization that is responsible for the effective and efficient management of projects. A PMO should delineate its authority, processes, resources, and goals. How to ...
Read MorePython ñ Facial and hand recognition using MediaPipe Holistic
MediaPipe is a cross-platform open-source Machine Learning framework for creating complicated and multimodal applied machine learning pipelines. It can be used to create cutting-edge Machine Learning Models such as face identification, multi-hand tracking, object detection and tracking, and many more applications. MediaPipe simply functions as a middleman for managing model implementation for systems operating on any platform, allowing the developer to focus on experimenting with models rather than the system. This article will go over how to estimate full-body poses using MediaPipe holistic. The model will recognize all of our body's facial landmarks, hands, and positions. Installing and importing libraries ...
Read MorePredicting Stock Price Direction using Support Vector Machines
In this article we are going to learn how to predict stock price direction using Support Vector Machines. Machine Learning is an Artificial Intelligence application that is improving the way the world functions in every discipline. At its essence, it is an algorithm or model that identifies patterns in a specific data collection and then predicts the learned patterns on generic data. In layman's words, it's the concept that robots learn a pattern and adjust through experience to make correct and repeatable conclusions. In this post, we will look into Predicting Stock Price Direction Using Support Vector Machines. Let’s begin. ...
Read MorePEAS Descriptors of Task Environment
Artificial intelligence (AI) is the capacity of a machine created artificially to think and act logically or human-like. The study of the rational agent and its surroundings can be used to define an AI system. Agents use sensors to perceive their surroundings and actuators to take action on it. Knowledge, belief, purpose, and other mental attributes can exist in an AI agent. AI agents are directly related to PEAS. In this piece, we'll take a closer look at PEAS and some of its examples. What are PEAS Descriptors? PEAS is an AI agent representation system that focuses on evaluating the ...
Read MoreOlympics Data Analysis Using Python
The contemporary Olympic Games, sometimes known as the Olympics, are major international sporting events that feature summer and winter sports contests in which thousands of participants from all over the world compete in a range of disciplines. With over 200 nations competing, the Olympic Games are regarded as the world's premier sporting event. In this article, we will examine the Olympics using Python. Let’s begin. Importing necessary libraries !pip install pandas !pip install numpy import numpy as np import pandas as pd import seaborn as sns from matplotlib import pyplot as plt Importing and understanding the dataset We have ...
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