December 23, 2024
Day  14 - Feature Selection and Feature Engineering Techniques

Day 14 – Feature Selection and Feature Engineering Techniques

Video by Pantech eLearning via YouTube
Source
Day  14 - Feature Selection and Feature Engineering Techniques

APSSDC CERTIFIED 1 MONTH INTERNSHIP ON DATA SCIENCE
Fee – Rs.999
Discount Fee – Rs.590
Payment link – https://imjo.in/hqM3He
Coupon Code – DSA3

APSSDC CERTIFIED 30 DAYS MASTERCLASS ON DATA SCIENCE

Python for Data Science:
Day 1: Introduction of data science
Day 2: Basic python programming- Part I
Day 3: Python programming– Part II
Day 4: Python programming– Part III

Libraries for Data science
Day 5: Python for data analytics- Pandas
Day 6: Python for data analytics- NumPy
Day 7: Python for data analytics- Matplotlib
Day 8: Python for data analytics- Seaborn

Data science element
Day 9: Data Collection, Data Wrangling, and Data Cleaning Techniques
Day 10: Exploratory Data Analysis (EDA) and Data Visualization Techniques
Day 11: Probability and Statistics for Data Science

Machine learning , Data processing and feature engineering
Day 12: Introduction to Machine Learning and Types of Learning
Day 13: Preprocessing Data for Machine Learning
Day 14: Feature Selection and Feature Engineering Techniques
Day 15: Handling Missing Data and Outliers
Day 16: Encoding Categorical Variables and Scaling Numerical Variables
Day 17: supervised learning regression and classification -model
Day 18: unsupervised learning clustering- model

Tools for visualization
Day 19: Introduction Tableau – data visualization
Day 20: Tableau – Data Sources, Worksheet
Day 21: Introduction power BI
Day 22: Visualize Data in the Form of Various Charts, Plots, and Maps BI tools – Power BI

Data science Project
Day 23: Credit score classification
Day 24: Stress prediction
Day 25: Social Media Ads Classification
Day 26: electricity price prediction
Day 27: Ground water level prediction
Day 28: churn analysis prediction
Day 29: drowsiness detection by using CNN
Day 30: chat bot Connect with Pantech E-Learning on social media for the latest offers, promos, Free Events, and much more:
► Subscribe: https://bit.ly/3lWnpmh
►Pantech App: https://play.google.com/store/apps/details?id=com.pantechlearning.courses
► Facebook: https://www.facebook.com/pantechelearning
► Instagram: https://www.instagram.com/pantechelearning
► LinkedIn: https://www.linkedin.com/company/pantechelearning
► Youtube: https://www.youtube.com/pantechelearning
► Website: https://www.pantechelearning.com
► LMS Link: https://lms.pantechelearning.com/s/store

Contact Us for any further Queries:
Masterclass – 8925533489
Events – 8925533488
Certified Internship – 8925533484
Projects Enquiry – 8925533485
Free workshop Or webinar – 8925041666 ( Faculties only)

Go to Source