
Date
2019-12-07 - 2019-12-07
Time
8AM - 6PM
Location
8 Henshaw st, Suite F, Woburn, MA
Organizer
NAFIS Boston Center
Phone
6177809088
Email
nafis@nafisbostonlearningcenter.net
Website
www.nafisbostoncenter.org
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.