Machine Learning Algorithms
Introduction In this tutorial, we want to take a closer look to the most important Machine Learning algorithms and compare them to each other. Overview...
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Deep Learning - How Recurrent Neural Networks (RNNs) work: A Gentle Introduction
Introduction In contrast to a classic feedforward network, a Recurrent Neural Network (RNN) allows backward connections. An RNN is particularly suitable for processing time series data and is able to take into account the time dependency of data. This enables an RNN to have a kind of short-term memory. The...
Python - Import Stock Prices from Yahoo Finance
Introduction In this tutorial, we want to import Stock Prices from Yahoo Finance into Python. In order to do this, we use ticker module of YFinance. YFinance The python library yfinance enables access to financial data from Yahoo Finance. Yahoo Finance provides various financial market data such as stock...
Power BI - Import Data from Excel file
Introduction In this tutorial, we want to import Data from a Excel file into Power BI. This can be easily done in the Power BI Desktop interface. Data Source Our data source is the Excel file student. The file contains the following data: Power BI Desktop In the following, we...
Power BI - Import Data from CSV file
Introduction In this tutorial, we want to import Data from a CSV file into Power BI. This can be easily done in the Power BI Desktop interface. Data Source Our data source is the CSV file student. The file contains the following data: Power BI Desktop In the following, we...
Data Scientist vs Data Engineer vs Data Analyst
Introduction Data Scientists, Data Engineer and Data Analyst are some of the most familiar roles in the data world. In this tutorial, we want to take a closer look at each role . We look at their required skills and the technologies being used. Data Scientist...
Deep Learning - How Generative Adversarial Neural Neworks (GANs) work
Introduction In this tutorial, we want to explain how Generative Adversarial Neural Networks (GANs) work. In order to do this, we take a look at the functionality and the idea behind GANs. Principle Generative Adversarial Neural Networks (GANs) are a special type of Artificial Neural Networks. This kind of model...
Games in which Artificial Intelligence (AI) is better than Humans
Introduction Artificial Intelligence (AI) is developing at a rapid pace. Especially in the gaming industry, AI is now superior to humans. In this tutorial we will have a look at the games in which the AI is superior. Throughout history, there have been some groundbreaking achievements of AI. The successes...
Pandas - Ordinal Encoding
Introduction In this tutorial, we want to encode ordinal categorical variables of a Pandas DataFrame. In order to do this, we use the replace() method of Pandas. Import Libraries First, we import the following python modules: import pandas as pd Create Pandas DataFrame Next, we create a Pandas DataFrame with...
