| 1 -Common Challenges in Data Preparation.mp4 | 70.9 MB | ||
| 1 -Introduction to Predictive Modeling.mp4 | 76.2 MB | ||
| 1 -Real-World Applications of Data Balancing.mp4 | 84.9 MB | ||
| 2 -Data Preprocessing in Action.mp4 | 71.3 MB | ||
| 2 -Scaling and Balancing in Machine Learning Pipelines.mp4 | 86.5 MB | ||
| 2 -Understanding Data Preprocessing.mp4 | 74.3 MB | ||
| 3 -Advanced Data Balancing Techniques.mp4 | 82.7 MB | ||
| 3 -Balancing and Scaling in Practice.mp4 | 88.9 MB | ||
| 3 -The Role of Statistics in Model Development.mp4 | 80.1 MB | ||
| 4 -Advanced Balancing and Scaling Techniques.mp4 | 101.6 MB | ||
| 4 -Data Balancing Techniques An Overview.mp4 | 89.3 MB | ||
| 4 -Handling Imbalanced Datasets with SMOTE.mp4 | 74.2 MB | ||
| 5 -Scaling Methods Min-Max, Standardization, and More.mp4 | 80.5 MB | ||
| 5 -Scaling and Normalization Why It Matters.mp4 | 78.3 MB | ||
| 5 -Summary and Key Takeaways.mp4 | 90.2 MB | ||
| 6 -Feature Engineering for Predictive Models.mp4 | 74.1 MB | ||
| 6 -Final Thoughts and Next Steps.mp4 | 88.1 MB | ||
| 6 -Impact of Scaling on Model Performance.mp4 | 82.1 MB | ||
| 7 -Exploratory Data Analysis (EDA) for Model Insights.mp4 | 64.5 MB | ||
| 7 -Practical Guide to Feature Scaling.mp4 | 73.4 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 22 total files | |||
AI Agents & Automation: Data Analyze Prep/Descriptive Stats
https://WebToolTip.com
Published 7/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 21m | Size: 1.57 GB
Master Data Science With AI : From Data Prep to Deployment/Predictive Analytics & ETL Basics / Big Data, and Analytics /
What you'll learn
The fundamentals of PD model development and its applications.
Advanced techniques for optimizing and scaling PD models.
How to automate PD models for maximum efficiency.
Real-world case studies and their practical applications.
Tools and software essential for PD model development.
Strategies for troubleshooting and overcoming common challenges.
How to integrate PD models into business workflows.
Techniques for maximizing ROI with PD models.
Building scalable and sustainable PD models.
Best practices for testing and deploying PD models.
How to use PD models to unlock new revenue streams.
Advanced optimization techniques for better performance.
How to stay updated with the latest trends and tools in PD model development.
Practical tips for managing and maintaining PD models.
How to position yourself as an expert in PD model development.
Requirements
Basic understanding of programming concepts.
A computer with internet access.
Willingness to learn and apply new skills.
No prior experience in PD model development is required.
A passion for problem-solving and innovation.
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 3.5 GB | freecoursewb | 4 days | 71 | 18 | |
| 1.1 GB | freecoursewb | 4 days | 40 | 6 | |
| 483.5 MB | freecoursewb | 1 week | 15 | 3 | |
| 2.8 GB | freecoursewb | 1 week | 46 | 16 | |
| 2.3 GB | freecoursewb | 1 week | 1 | 2 |
All Comments