What will you learn in this course?

Develop practical skills in data analysis and visualization using Python and popular data science libraries like Pandas and Matplotlib
Build and evaluate machine learning models such as regression, classification, and clustering algorithms for real-world datasets
Apply data preprocessing techniques including cleaning, feature engineering, and normalization to improve model accuracy

Implement supervised and unsupervised learning methods to solve diverse data-driven problems effectively
Utilize model validation and tuning strategies like cross-validation and hyperparameter optimization for optimal performance
Interpret model results and communicate insights clearly using data storytelling and visualization tools

How to Get The Certificate

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Lessons | 8

00:04:42

Data Science Machine Learning Project Part 1 Introduction | Image Classification

00:05:37

Data Science Machine Learning Project Part 2 Data Collection | Image Classification

00:40:45

Data Science Machine Learning Project Part 3 Data Cleaning | Image Classification

00:18:23

Data Science Machine Learning Project Part 4 Feature Engineering | Image Classification

00:20:01

Data Science Machine Learning Project Part 5 Training a Model | Image Classification

00:36:16

Data Science Machine Learning Project Part 6 Flask Server | Image Classification

00:38:14

Data Science Machine Learning Project Part 7 Build Website | Image Classification

00:05:17

Data Science Machine Learning Project Part 8 Deployment Exercise | Image Classification

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ASWATHY M J INT MCA 2020-2025

NICE 2025-03-26

Sai N

nice 2023-09-18

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Data science is the field that studies data and how to extract meaning from it while machine learning focuses on tools and techniques for building models that can learn by themselves by using data .

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How to Get The Certificate

Data Science Machine Learning Project Part 1 Introduction | Image Classification

Data Science Machine Learning Project Part 2 Data Collection | Image Classification

Data Science Machine Learning Project Part 3 Data Cleaning | Image Classification

Data Science Machine Learning Project Part 4 Feature Engineering | Image Classification

Data Science Machine Learning Project Part 5 Training a Model | Image Classification

Data Science Machine Learning Project Part 6 Flask Server | Image Classification

Data Science Machine Learning Project Part 7 Build Website | Image Classification

Data Science Machine Learning Project Part 8 Deployment Exercise | Image Classification

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