Tag: DataScience
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Traffic Sign Classification Using Deep Learning in Python/Keras
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Traffic Sign Classification Using Deep Learning in Python/Keras. In this Guided Project, you will: ... Build and train a Convolutional Neural Network using Keras with Tensorflow 2.0 as a backend. Assess the performance of trained CNN and ensure its generalization using various Key performance indicators.
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Machine Learning: Predict Numbers from Handwritten Digits using a Neural Network, Keras, and R
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Machine Learning: Predict Numbers from Handwritten Digits using a Neural Network, Keras, and R. Train and Test a Neural Network Model to read hand written numbers and return the digit. Practice using One Hot Encoding to build a classifier. Practice evaluating model performance.
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Machine Learning: Create a Neural Network that Predicts whether an Image is a Car or Airplane.
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Machine Learning: Create a Neural Network that Predicts whether an Image is a Car or Airplane. In this Guided Project, you will: Complete a Neural Network Model that will be used to evaluate whether a Picture is an Airplane or Automobile.
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Logistic Regression with NumPy and Python
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Logistic Regression with NumPy and Python. Welcome to this project-based course on Logistic with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries such as scikit-learn and statsmodels.
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Sentiment Analysis with Deep Learning using BERT
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Sentiment Analysis with Deep Learning using BERT. In this 2-hour long project, you will learn how to analyze a dataset for sentiment analysis. You will learn how to read in a PyTorch BERT model, and adjust the architecture for multi-class classification.
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Predicting House Prices with Regression using TensorFlow
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Predicting House Prices with Regression using TensorFlow In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic ...
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The Complete Data Visualization Course 2020
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The Complete Data Visualization Course 2020 Data visualization in Excel, Tableau, Python, and R. Create stunning charts and learn the most in-demand skills in 2020
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Machine Learning for Predictive Maps in Python and Leaflet
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Machine Learning for Predictive Maps in Python and Leaflet course. In this course we will be building a earthquake forecasting map application,.
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Building Big Data Pipelines with SparkR & Tableau & MongoDB
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Building Big Data Pipelines with SparkR & Tableau & MongoDB RSpark and MongoDB for Big Data Processing and Predictive Modeling including Visualization with Tableau Desktop
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Pandas: Beginner To Advance 2020
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Pandas: Beginner To Advance 2020 Learn from Basic and be a Master in Pandas. Covering all the topics in Pandas and in the Fastest Way.
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