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Requirements: Python 3, Anaconda, TensorFlow INSTALLATION OF TENSORFLOW. INSTALLATION VIA PIP. Open Windows command prompt by typing “cmd” on the search bar or start menu and pressing enter. Type python to check if python is installed on your PC. If…
III. Machine learning using scikit-learn. It is more important to understand how an algorithm works rather than just using it. For this reason, this part of the project shows how to use linear regression to make a predictive model. Introduction…
Data Pre-processing II. Data Preprocessing using Pandas: From part 1 of this series, https://developers.decoded.africa/data-science-project-part-1/, we focused on web scrapping with selenium and fie handling. We managed to store the scrapped data in ‘pigiame.csv’ file. In this part of the series,…
In light of the use of Data Science as a tool in decision making, this series of articles answers the question of how much it would cost a household in Nairobi to own a flat-screen tv. What makes the project…
1. INTRODUCTION TO TENSORFLOW ARCHITECTURE TensorFlow library is an open source machine learning framework used to train and deploy ML models to perform deep learning functions such as image recognition and text classification. tf.keras is a high-level API…
The inspiration behind this article comes to the fact that Data Science is a new concept. This has, in turn, led to those willing to venture into the field a little confused. With soo, much information being offered online, choosing…
