COURSE DESCRIPTION

Machine Learning with Python will teach to you the apply the concept of machine learning algorithm using Python.
Using Python you will be able to gather, clean, explore and visualize the data. Python’s scientific packages like pandas, numpy, matplotlib, scikit-learn will help you to perform machine learning task.

In Machine Learning Supervised and Unsupervised Learning using  the algorithms such as Linear Regression, Logistic Regression, k-means Clustering and Decision Trees will be covered

The Advanced Machine Learning concepts like Neural Networks, Support Vector Machines, Tensor Flow, Dimensionality Reduction.

Assignment would be  given after every class upon successful completion of assignment you will be awarded a certification. We offer certification with Distinction to Top 25% of every class on participation, assignment submission and Project completion.

LEARNING OUTCOMES

• In-depth knowledge of Python Programming Language for Machine Learning.
• Be able to clean and visualize the data
• Regressions, classifiers, clustering algorithms to fit a model and use it to predict the future outcomes.
• Capstone Project on Advance Machine Learning in Python.

TOOLS

• Jupyter Notebook
• Tableau