Predictive Modeling in Data Science | Step-by-Step Tutorial | Data Science 2025 | The Data Key |
Unlock the secrets of Predictive Modelling in this detailed tutorial! 🚀
In this video, we cover:
✔️ What is Predictive Modelling?
✔️ How Predictive Modelling works
✔️ Types of Predictive Models (Regression, Classification, Time Series, etc.)
✔️ Real-world applications in business, healthcare, finance & more
✔️ Step-by-step explanation with examples
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🔗 Useful Resources:
🔹Scikit-learn Predictive Modelling Guide : https://scikit-learn.org/stable/supervised_learning.html
🔹Kaggle Predictive Modelling Datasets : https://www.kaggle.com/datasets
🔹Towards Data Science – Predictive Modelling : https://towardsdatascience.com/predictive-modeling
🔹IBM: What is Predictive Modelling? : https://www.ibm.com/topics/predictive-modeling
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📚 Books & Learning Resources :
🔹Applied Predictive Modeling by Max Kuhn : https://amzn.to/3JT9ehm
🔹MODELING TECHNIQUES IN PREDICTIVE ANALYTICS WITH PYTHON AND R by Thomas W. Miller : https://amzn.to/4m1XG8R
🔹MACHINE LEARNING FOR DATA SCIENCE - USING ML ALGORITHMS FOR PREDICTIVE MODELING by Dilip Siddareddy : https://amzn.to/4m4BjQ4
🔹Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications by Kattamuri S Sarma : https://amzn.to/42dVd3S
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OUTLINE:
00:00:00 Opening Hook
00:00:22 Definition and Core Examples
00:03:38 Process Explanation
00:10:38 Techniques Overview
00:14:05 Real-World Applications
00:14:33 Conclusion and Call-to-Action
💡 Don’t forget to Like, Share & Subscribe to The Data Key for more engaging videos on Data Science, Machine Learning, and AI.
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#DataScience #PredictiveModelling #MachineLearning #TheDataKey
#DataAnalytics #MachineLearning #BigData #DeepLearning #ArtificialIntelligence #AI #DataVisualization #TheDataKey #DataScienceWithTheDataKey #LearnWithTheDataKey #ai #popular #trending #youtube #newvideo #analytics #datascience #predictiveai #predictivemodeling #subscribe #python #foryou
Unlock the secrets of Predictive Modelling in this detailed tutorial! 🚀
In this video, we cover:
✔️ What is Predictive Modelling?
✔️ How Predictive Modelling works
✔️ Types of Predictive Models (Regression, Classification, Time Series, etc.)
✔️ Real-world applications in business, healthcare, finance & more
✔️ Step-by-step explanation with examples
————————————————————————————————————————-
🔗 Useful Resources:
🔹Scikit-learn Predictive Modelling Guide : https://scikit-learn.org/stable/supervised_learning.html
🔹Kaggle Predictive Modelling Datasets : https://www.kaggle.com/datasets
🔹Towards Data Science – Predictive Modelling : https://towardsdatascience.com/predictive-modeling
🔹IBM: What is Predictive Modelling? : https://www.ibm.com/topics/predictive-modeling
————————————————————————————————————————
📚 Books & Learning Resources :
🔹Applied Predictive Modeling by Max Kuhn : https://amzn.to/3JT9ehm
🔹MODELING TECHNIQUES IN PREDICTIVE ANALYTICS WITH PYTHON AND R by Thomas W. Miller : https://amzn.to/4m1XG8R
🔹MACHINE LEARNING FOR DATA SCIENCE – USING ML ALGORITHMS FOR PREDICTIVE MODELING by Dilip Siddareddy : https://amzn.to/4m4BjQ4
🔹Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications by Kattamuri S Sarma : https://amzn.to/42dVd3S
————————————————————————————————————————-
OUTLINE:
00:00:00 Opening Hook
00:00:22 Definition and Core Examples
00:03:38 Process Explanation
00:10:38 Techniques Overview
00:14:05 Real-World Applications
00:14:33 Conclusion and Call-to-Action
💡 Don’t forget to Like, Share & Subscribe to The Data Key for more engaging videos on Data Science, Machine Learning, and AI.
————————————————————————————————————————-
#DataScience #PredictiveModelling #MachineLearning #TheDataKey
#DataAnalytics #MachineLearning #BigData #DeepLearning #ArtificialIntelligence #AI #DataVisualization #TheDataKey #DataScienceWithTheDataKey #LearnWithTheDataKey #ai #popular #trending #youtube #newvideo #analytics #datascience #predictiveai #predictivemodeling #subscribe #python #foryou
