November 23, 2024
Day 02 - Pandas Library

Day 02 – Pandas Library

Video by Pantech eLearning via YouTube
Source
Day 02 - Pandas Library

If you are Interested, you can convert the Masterclass into 1 Month Internship
Fee: Rs.1999
Discount Fee: Rs.799
Payment Link – https://rzp.io/l/XSBfbviOdO

21 DAYS AGENDA FOR THE DATA SCIENCE
Day 1 : Introduction, Data collection
Day 2 : Pandas Library
Day 3 : Numpy and data concepts
Day 4 : Matplotlib, Plotly
Day 5 : Powerbi project – Population dataset
Day 6 : Data analysis project on Netflix data
Day 7 : Statistics 1 – Sampling, Randomization, Frequency histogram and
distribution, time series, bar and pie graphs
Day 8 : Statistics 2 – Frequency table and stem and leaf, central tendency,
variation measure, percentile and box – whisker plot, scatter diagram
Day 9 : Statistics 3 – Linear correlation, normal distribution , empirical rule,
z-score and probabilities, central limit theorem
Day 10 : SQL for Data Science
Day 11 : Machine learning for data science – pathway – preprocessing (scaling,
encoding, null handling)
Day 12 : ML – outlier detection & handling, feature selection, feature extraction
Day 13 : ML – train_test_split, hyperparameter optimization, Sklearn pipeline
Day 14 : ML – performance comparison, A/B testing
Day 15 : ML – Classification project – Customer churn prediction
Day 16 : ML – Regression project – Supply Chain Optimization for a FMCG
Company
Day 17 : ML – clustering algorithms and project – Retail Customer Purchase
Behavior clustering
Day 18 : Ds project – Amazon Recommendation system
Day 19 : Ds project – Detecting Malicious URLs project
Day 20 : Ds project – Amazon product review
Day 21 : Ds project – Time series analysis on stock dat

———————————————————————————————————————————————

Pantech is excited to announce the launch of our Internship Program for 2023!
📌Check the Internship Program here: https://www.pantechelearning.com/summer-internship-fb/

Pantech is excited to announce launch of our 3 Months Intensive Training Program:
Become a Master in your Dream Domain! 📌https://www.pantechelearning.com/masterclass-fb-ads/

———————————————————————————————————————————————

*Connect with Pantech E-Learning on social media for the latest offers, promos, Free Events, and much more:*

â–º Subscribe: https://bit.ly/3lWnpmh
â–º Youtube: https://www.youtube.com/pantechelearning
â–º Facebook: https://www.facebook.com/pantechelearning
â–º Instagram: https://www.instagram.com/pantechelearning
â–º Facebook community – https://www.facebook.com/groups/ainternships/
â–º LinkedIn: https://www.linkedin.com/company/pantechelearning
â–º linkedin community – https://www.linkedin.com/groups/14227052/
â–º Website: https://www.pantechelearning.com
â–º LMS Link: https://lms.pantechelearning.com/s/store
â–ºPantech App: https://play.google.com/store/apps/details?id=com.pantechlearning.courses

|*Contact Us for any further Queries:*
Masterclass — 8925533484
Associative Programs — 8925533489
Support — 8925533484
Projects — 8925533485
Products / Lab Equipment’s — 9840974408
Events / Placement Program — 8925041666

If you have queries mail us:
training@pantechelearning.com
Happy Learning!😃

Go to Source