One Day Workshop: Python for Data Science

Please register for this great one day workshop here is the Agenda of the topics that will be covered;

Agenda
7:30 AM to 6:00 PM

REGISTRATION + BREAKFAST
MORNING SESSION – Data Science + Machine Learning

Coffee Break Included in Each Session

• How to install Python and Jupyter/Anaconda Notebook
• Introduction to Python Programming
• Learn Python using Pandas, Matplotlib, Scikit-learn.
• Create Data Frames using a dictionary or list
• Data Cleaning & Preparation for Analysis
• Data Imputation
• Aggregation, Wrangling, Rearranging, and Reshaping data
• Join, Concatenate, Pivot, and Melt Functions
• Data Manipulation
• Time Series Data Analysis
• Data visualization with Matplotlib

LUNCH + NETWORKING
AFTERNOON SESSION – Predictive Modeling

Coffee Break Included in Each Session

• Featured engineering
• Dealing with missing values
• Normalization
• Build a model with Scikit-learn
• Split data into train/test set
• Train a model with training data
• Evaluate the performance of the model
• Concepts of various evaluation metrics
• Precision/recall
• Accuracy
• F1-score
• ROC curve
• Tune the Model for Better Performance
• Model Persistence
• Save and re-use trained model
• Troubleshooting

Please Register for this workshop by submitting your payment below.

Fee; $150

Registration will be closed on December at 6th at 2pm.