Master Machine Learning: Complete Logistic Regression Pro Course
Focused View
2:50:50
1 -Logistic Regression From Zero to Hero.mp4
11:00
2 -Demystifying Logistic Regression Math.mp4
09:37
3 -Logistic Regression Real-World Examples.mp4
10:18
1 -Data Cleaning The Unsung Hero of ML.mp4
12:05
2 -Feature Engineering Magic Transform Your Data.mp4
08:42
3 -Know Your Model Essential Evaluation Metrics.mp4
07:39
1 -NLP for Beginners Start with Logistic Regression.mp4
08:16
2 -Supercharge Your NLP with Advanced Techniques.mp4
13:04
3 -Transfer Learning The NLP Shortcut You Need.mp4
07:15
1 -Taming COVID-19 Data A Data Scientists Guide.mp4
10:38
2 -Unmasking COVID-19 Trends Data-Driven Insights.mp4
07:03
3 -The Machine Learning Lifecycle From Data to Deployment.mp4
10:27
1 -Text Preprocessing Clean Up Your Act.mp4
12:47
2 -Advanced Text Preprocessing Unlock Hidden Patterns.mp4
14:28
3 -Telling Stories with Text Data EDA Mastery.mp4
10:24
1 -Feature Engineering The Secret to NLP Success.mp4
09:12
2 -Optimize Your Model Hyperparameter Tuning Tips.mp4
07:55
More details
Course Overview
Master machine learning from the ground up with this comprehensive course focused on logistic regression, data preprocessing, and real-world model deployment using Python and essential ML tools.
What You'll Learn
- Build and deploy end-to-end machine learning models in real-world applications
- Master key algorithms like regression, classification, and clustering
- Preprocess, clean, and analyze data to improve model performance
Who This Is For
- Aspiring machine learning engineers and data scientists
- Developers transitioning into AI/ML roles
- Python programmers expanding into machine learning
Key Benefits
- No prior ML experience needed - learn from scratch
- Hands-on experience with Scikit-Learn and TensorFlow
- Real-world case studies including COVID-19 data analysis
Curriculum Highlights
- Logistic Regression Fundamentals and Real-World Examples
- Data Preparation, Feature Engineering, and Model Evaluation
- NLP Applications and COVID-19 Case Study Implementation
Focused display
Category
- language english
- Training sessions 17
- duration 2:50:50
- Release Date 2025/05/12
