Day 11 - Sklearn Library Scaling, Encoding

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 data Click here to learn more about Upcoming events and updates: 'https://linktr.ee/Pantechevents Celebrate our 20th anniversary with an exclusive 20% discount on all courses. Don't miss out! (Use code: *PANVICENNIALJUBILEE*) at 'https://lms.pantechelearning.com/ 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/ *Internship Program for 2023!* 📌Enroll Now: https://www.pantechelearning.com/summer-internship-fb/ ___________________________________________________________________________ Connect with Pantech E-Learning on social media for the latest offers, promos, Free Events, and much more: ►Subscribe: https://bit.ly/3lWnpmh ►Youtube: https://www.youtube.com/pantechelearning ►Facebook: https://www.facebook.com/pantechelearning ►Instagram: https://www.instagram.com/pantechelearning ►Facebook community - https://www.facebook.com/groups/ainternships/ ►LinkedIn: https://www.linkedin.com/company/pantechelearning ►Linkedin community - https://www.linkedin.com/groups/14227052/ ►Twitter: https://twitter.com/PantecheLe31488 ►Website: https://www.pantechelearning.com ►LMS Link: https://lms.pantechelearning.com/s/store ►Quora Community: https://pantechelearningworld.quora.com/ ►Pantech App: https://play.google.com/store/apps/details?id=com.pantechlearning.courses *Contact Us for any further Queries:* Masterclass -- +91 8925533488 Associative Programs -- +91 8925533489 Support -- +91 8925533484 Projects -- +91 8925533485 Products / Lab Equipments -- +91 9840974408 Events / Placement Program -- +91 8925041666 If you have queries mail us: [email protected] Happy Learning!😃