Date 2019-12-07 - 2019-12-07
Time 8AM - 6PM
Location 8 Henshaw st, Suite F, Woburn, MA
Organizer NAFIS Boston Center
Phone 6177809088

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;


7:30 AM to 6:00 PM

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

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.