Schedule for Machine Learning
Books to be followed
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hands on machine learning with scikit learn and tensorflow
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1.4.2018
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Introduction to machine learning
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2.4.2018
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Introduction to statistics and probability
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3.4.2018
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Understanding Basics of Python and modules required
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4.4.2018
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Regression (Linear and Logistic)
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5.4.2018
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Implementing regression techniques
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6.4.2018
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Other regression techniques and differences
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7.4.2018
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Implementing other techniques
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8.4.2018
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Classification (Decision Tree, Naïve Bayes and SVM)
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9.4.2018
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Implementing
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10.4.2018
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Other classification techniques
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11.4.2018
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Implementing
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12.4.2018
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Discussions with doubts
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13.4.2018
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Clustering techniques (k means and hierarchiacal)
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14.4.2018
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Implementing
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15.4.2018
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Other clustering techniques
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16.4.2018
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Implementing
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