ML Fundamentals & Real-World Applications

Bundle Overview

Total Projects

21 Hands-On Projects

Estimated Time

20-25 hours

Difficulty Range

Beginner → Advanced

Access

Lifetime access to all materials

Certificate

Included

Video Content

🎓 Certificate: Completion certificate upon finishing all projects

$

Bundle Price

$99.00

1
Predictive Analytics on Business License Data Using Deep Learning

This project teaches Deep Neural Networks (DNNs) using a dataset of 86,000 businesses. Participants will learn key conce...

2
Linear Regression Modeling for Soccer Player Performance Prediction in the EPL

This project shows how analytics and AI increase profit and reduce risk in player selection by using linear regression t...

3
Insurance Pricing Forecast Using XGBoost Regressor

This project builds an XGBoost Regressor to predict healthcare costs, ensuring insurance profitability. We'll compare it...

4
Cervical Cancer Detection Using Deep Learning

Our Cervical Cancer Analysis project leverages the power of EfficientNetB0 to accurately classify different types of cer...

5
Skin Cancer Detection Using Deep Learning

Skin Cancer Detection project leverages advanced deep learning models, including CNN, DenseNet121, and EfficientNetB4, t...

6
Blood Cell Classification Using Deep Learning

Our Blood Cell Classification project uses CNN, EfficientNetB4, and VGG16 models to correctly sort blood cell images. Th...

7
Glaucoma Detection Using Deep Learning

Glaucoma Detection Using Deep Learning uses AI to find early signs of glaucoma in eye images. This helps doctors diagnos...

8
Leaf Disease Detection Using Deep Learning

Our project uses deep learning to detect leaf diseases from images. By training models like VGG16 and EfficientNet on a...

9
Vegetable classification with Parallel CNN model

This tutorial on Vegetable Classification using Machine Learing, guides you through automating the sorting process, impr...

10
Learn to Build a Polynomial Regression Model from Scratch

Learn how to implement polynomial regression to capture complex patterns in data. Discover applications in finance, heal...

11
Loan Eligibility Prediction using Gradient Boosting Classifier

Accurate loan eligibility prediction with machine learning, applying SMOTE, data processing, and Random Forest for fair...

12
BigMart Sales Prediction ML Project in Python

Learn retail sales prediction with machine learning. This project builds regression models to analyze sales trends and d...

13
Build Regression (Linear, Ridge, Lasso) Models in NumPy Python

Build and evaluate regression models (Linear, Lasso, Ridge) to predict laptop prices with effective data preprocessing a...

14
Build a Customer Churn Prediction Model using Decision Trees

Predict customer churn with Decision Trees! Learn data cleaning, SMOTE, and model evaluation using Python. Compare Decis...

15
Build Regression Models in Python for House Price Prediction

Build a model to predict house prices using Linear Regression. Understand data cleaning, feature selection, and model ev...

16
Credit Card Default Prediction Using Machine Learning Techniques

Preprocess data, engineer features, and apply models like Random Forest or XGBoost. Evaluate performance and use LIME/SH...

17
Topic modeling using K-means clustering to group customer reviews

Analyze customer reviews with NLP, sentiment analysis, topic modeling, and K-Means clustering to uncover trends, and ins...

18
Build a Hybrid Recommender System in Python using LightFM

Develop a hybrid recommendation system using collaborative and content-based filtering with LightFM for personalized pro...

19
Time Series Forecasting Using Multiple Linear Regression Model

Understand time series forecasting with Linear Regression, ARIMA, and anomaly detection. Learn feature engineering, tren...

20
Build A Book Recommender System With TF-IDF And Clustering(Python)

Create a book recommendation system with machine learning using TF-IDF, KMeans clustering, and cosine similarity for acc...

21
Build a Collaborative Filtering Recommender System in Python

Learn how to create a personalized movie recommendation system using SVD, LightFM, collaborative filtering, and weighted...

Bundle Price

$99.00