DSBDA Unit 4 - Predictive Big Data Analytics with Python Complete ONE SHOT 🔥| SPPU TE
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DSBDA Unit 4 - Predictive Big Data Analytics with Python Complete ONE SHOT 🔥| SPPU TE
12 861 просмотр · 5 мес. назад
HK_OFFICIAL_
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12 861 просмотр · 5 мес. назад
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In this video, we cover the complete DSBDA Unit 4 – Predictive Big Data Analytics with Python in very simple and easy language for exam preparation.
Topics Covered:
✔ Introduction to Predictive Analytics
✔ Python Libraries for Data Science
✔ Data Preprocessing
✔ Handling Missing Values
✔ Association Rule Mining
✔ Apriori Algorithm
✔ FP-Growth Algorithm
✔ Linear Regression
✔ Logistic Regression
✔ Classification
✔ Naïve Bayes Algorithm
✔ Decision Trees
✔ Introduction to Scikit-learn
✔ Regression using Scikit-learn
✔ Classification using Scikit-learn
✔ Matplotlib
✔ Confusion Matrix
✔ Machine Learning Basics
This video is specially useful for:
• DSBDA Students
• Engineering Students
• SPPU Students
• Semester Exam Preparation
• Viva Preparation
• Machine Learning Beginners
Watch till the end for complete unit revision in simple words.
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