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Certificate in Data Science and Machine Learning
Certificate in Data Science and Machine Learning
Certificate in Data Science and Machine Learning
Certificate in Data Science and Machine Learning
Certificate in Data Science and Machine Learning Mock Test
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3D Interactive Plotting using Plotly
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Applications of RNN (Motivation)
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Classical CNNs
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Conditional Probability
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Continuous Random Variables
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Data Manipulation and Understanding using Pandas
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Data Preparation and Pre-processing for Machine Learning
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Data Understanding and Data Visualization with Python (matplotloib pandas, numpy)
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Data Visualization using Matplotlib
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Data Visualization using Seaborn
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Deep Learning Basics
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Deep learning Python Convolutional Neural Networks CNN
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Deep learning Python Recurrent Neural Networks RNN
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Deep Neural Network Architecture
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Deep Neural Networks Basics
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Dimensionality Reduction
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DNN
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Expectations
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Face Verification
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Feature Extraction
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Feature Selection
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Features in Data Science
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Geographic Maps using Folium
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Gradient Descent in CNNs
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Gradient Descent in RNN
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Image Processing with CNN
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Interactive Plotting using Bokeh
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Machine Learning Classification
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Machine Learning Clustering
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Machine Learning Methods and Models
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Machine Learning Models and Optimization
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Mastering Probability and Statistics in Python
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Matplotlib for Data Science
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Multiple Random Variables
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Numerical Data Processing using NumPy
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numpy
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NumPy for Data Science
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Object Detection with CNN
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Optional Estimation
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Overfitting, Underfitting, and Generalization for Machine Learning
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Pandas for Data Science
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PCA
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Probability Models
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Python Artificial Neural Networks
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Python Feature Engineering and Dimensionality Reduction
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Python Programming
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Python Programming Basics for Data Science and Data Analysis
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PyTorch and Deep Learning
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Random Variables
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RNN Architecture
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RNN Implementation
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Sentiment Classification using RNN
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TensorFlow
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Transfer Learning
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Vanishing Gradients in RNN
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Yolo
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