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Data Science & Machine Learning | Class 10 | Feature Engineering Part 2

𝗪𝗲𝗹𝗰𝗼𝗺𝗲 𝘁𝗼 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴

This is the 10th live class of our completely hands-on and practical Data Science & Machine Learning programme.

𝗧𝗼𝗽𝗶𝗰 𝗖𝗼𝘃𝗲𝗿𝗲𝗱 𝗶𝗻 𝘁𝗵𝗶𝘀 𝗖𝗹𝗮𝘀𝘀:

✔ Feature Engineering — Part 2

📚 𝗜𝗻 𝘁𝗵𝗶𝘀 𝘃𝗶𝗱𝗲𝗼, 𝗜 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝗱:

✔ Review of Feature Engineering Concepts
✔ Handling Rare Categories
✔ Frequency Encoding
✔ Label Encoding
✔ Feature Transformation Techniques
✔ Practical Feature Engineering Workflow
✔ Python Implementation with Real Dataset
✔ Hands-on Step-by-Step Practice

𝗧𝗵𝗶𝘀 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗲 𝗰𝗼𝘃𝗲𝗿𝘀:

✔ Python for Data Science
✔ Data Cleaning
✔ Data Analysis
✔ Data Preprocessing
✔ Exploratory Data Analysis (EDA)
✔ Data Visualization
✔ Statistical Analysis
✔ Feature Engineering
✔ Machine Learning Models
✔ Advanced Machine Learning Models
✔ Model Evaluation
✔ Real-world Machine Learning Projects
✔ Model Deployment
✔ Practical Workflow & Guidance
✔ Hands-on Learning Style
✔ Live Step-by-Step Learning System

🎯 𝗧𝗵𝗶𝘀 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗲 𝗶𝘀 𝗱𝗲𝘀𝗶𝗴𝗻𝗲𝗱 𝘄𝗶𝘁𝗵 𝗮 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗽𝗿𝗼𝗷𝗲𝗰𝘁-𝗯𝗮𝘀𝗲𝗱 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝘄𝗵𝗲𝗿𝗲 𝗹𝗲𝗮𝗿𝗻𝗲𝗿𝘀 𝘄𝗶𝗹𝗹 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝘁𝗵𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲 — 𝗳𝗿𝗼𝗺 𝗿𝗮𝘄 𝗱𝗮𝘁𝗮 𝘁𝗼 𝗺𝗼𝗱𝗲𝗹 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁.

🖥️ 𝗖𝗼𝗻𝗱𝘂𝗰𝘁𝗲𝗱 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗭𝗼𝗼𝗺 𝗟𝗶𝘃𝗲 𝗖𝗹𝗮𝘀𝘀

📩 𝗙𝗼𝗿 𝗮𝗱𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗼𝗿 𝗰𝗼𝘂𝗿𝘀𝗲 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻:

WhatsApp: 01922232000
Email: saiful.bfri@gmail.com

🔔 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 𝗳𝗼𝗿 𝗺𝗼𝗿𝗲 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝗻𝘁.

#DataScience
#MachineLearning
#FeatureEngineering
#FeatureEngineeringPart2
#FeatureEncoding
#OneHotEncoding
#LabelEncoding
#FrequencyEncoding
#DataPreprocessing
#FeatureTransformation
#MachineLearningCourse
#DataScienceCourse
#Python
#DataAnalytics
#AI
#DataScienceTraining
#HandsOnLearning
#DataScienceBD
#MachineLearningTraining
#DataAndAIcareerBD

Видео Data Science & Machine Learning | Class 10 | Feature Engineering Part 2 канала Saiful Alam
Data Science Machine Learning Feature Engineering Feature Engineering Tutorial Feature Engineering Python Feature Encoding One Hot Encoding Label Encoding Frequency Encoding Data Preprocessing Feature Transformation Feature Scaling Machine Learning Course Data Science Course Python for Data Science AI Machine Learning Training Data Science Training Hands On Learning Data Science Bangladesh Machine Learning Bangladesh Data Science Career
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17 июня 2026 г. 7:19:17
01:09:56
Saiful Alam
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