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Gain a deeper understanding of machine learning in this 2-day intensive, blending learning of core concepts with hands-on reinforcement. The hands-on portion will be 70% of the time, where you will code along and learn line by line how to build machine learning models with Python and TensorFlow. All attendees will receive a Certificate of Completion that can be presented to current or future employers. The Certificate will be stored on the blockchain and can be pushed to social media.
Prior Python skills are not required.
- Understanding machine learning and artificial intelligence
- Supervised learning vs. Unsupervised learning
- Understanding linear models, kNN, regression, decision trees, ensembles, SVM
- Understand k-Means clustering, PCA NMF, t-SNE
- Hands-on - Preparing data for analysis
- Hands-on - Employ supervised learning algorithms on data sets to arrive at predictions.
- Explore neural networks and deep learning
- Hands-on - Use TensorFlow to build a neural network to solve a sample business problem