The document presents a list of 50 Java and Python projects for 2025, focusing on various domains including artificial intelligence, machine learning, cybersecurity, and deep learning. Each project is briefly described, showcasing diverse applications such as music recommendation systems, anomaly detection, and fraud detection methods. Contact information and a website for further details are also provided.

1. Venkat Java Projects
2025 PYTHON SECOND 50 PROJECTS LIST
S.N
O
PROJECT TITLE DOMAIN
1 Chatbot Based Music Recommendation System AI
2 Utilizing Deep Learning Approaches for Text
Summarization
DL
3 Software Vulnerability Detection Tool Using Machine
Learning Algorithms
ML
4 Text Summarization using Firefly Algorithm ML
5 Pancreatic Tumor Detection using Image Processing DL
6 A Deep Learning Based Efficient Firearms Monitoring
Technique
DL
7 A Machine Learning Approach Using Statistical Models ML
8 A Novel Approach for Disaster Victim Detection ML
9 Abnormal Traffic Detection Based on Attention and Big
Step Convolution
DL
10 Creating Alert Messages Based on Wild Animal Activity
Detection
DL
11 Data Driven Energy Economy Prediction for Electric City
Buses Using Machine Learning
ML
12 Detection of DDOS Attack using Entropy Approach Cyber
Security
13 Explainable Artificial Intelligence for Patient Safety AI
14 Improving Shopping Mall Revenue by Real Time
Customized Digital Coupon Issuance
ML
15 Optimal Ambulance Positioning for Road Accidents With ML
Mobile:+91 9966499110 Visit:www.venkatprojects.com
Email:venkatjavaprojects@gmail.com

2. Venkat Java Projects
Deep Embedded Clustering
16 Personalized Federated Learning for In-Hospital
Mortality Prediction of Multi-Center ICU
ML
17 PhiKitA Phishing Kit Attacks Dataset for Phishing
Websites Identification FELIPE
ML
18 Predicting hourly boarding demand of bus passengers
using imbalanced records
ML
19 Propounding First Artificial Intelligence Approach ML
20 PupilHeart Heart Rate Variability Monitoring via
Pupillary Fluctuations on Mobile Devices
ML
21 RMT-Net Reject-aware Multi-Task Network for
Modeling Missing-not-at-random Data
ML
22 Fog & Rain Removal DL
23 Project Monitoring System Django
24 Detecting Mental Disorders in Social Media Through
Emotional Patterns The case of Anorexia
ML
25 Brain Tumour Image Segmentation DL
26 A Multiperspective Fraud Detection Method for Multi-
Participant E-commerce Transactions
ML
27 A Novel Approach to Improve Software Defect Prediction
Accuracy Using Machine Learning
ML
28 Blockchain based federated learning with smpc model
verification against poisoning attack
ML
29 Deepside a deep learning framework for drug side effect
prediction
DL
30 Fighting Money Laundering With Statistics and Machine
Learning
ML
Mobile:+91 9966499110 Visit:www.venkatprojects.com
Email:venkatjavaprojects@gmail.com

3. Venkat Java Projects
31 Identifying hot topic trends in streaming text data using
sequential evaluation
ML
32 Phishing detection system through hybrid machine
leraning based on url
ML
33 Automated Android Malware Detection Using Optimal
Ensemble Learning Approach
ML
34 Travel Itinerary Planner Django
35 Developing Interdisciplinary Cyber Terminology
Communication
Cyber
Security
36 A Novel Secure Handover Mechanism in PMIPV6
Networks
Networking
37 News Classifier NLP
38 Automated Emerging Cyber Threat Identification Cyber
Security
39 PhishCatcher Client-Side Defense Against Web Spoofing
Attacks Using Machine Learning
ML
40 Effective Software Effort Estimation Leveraging Machine
Learning
ML
41 HoneyCloud A Honeypot Network Approach for
Enhanced Security to the Cloud
Cloud
42 Machine Learning Approaches to Detect DoS and Their
Effect on WSNs Lifetime
ML
43 Skin Lesion Classification using CNN Densenet
Architecture with Data Augmentation
DL
44 Automated Android Malware Detection DL
45 Trustworthy and Reliable Deep-Learning-Based Cyber
attack Detection in Industrial IoT
DL
Mobile:+91 9966499110 Visit:www.venkatprojects.com
Email:venkatjavaprojects@gmail.com

4. Venkat Java Projects
46 Detection of Real-Time Malicious Intrusions & Attacks in
IOT Empowered Cybersecurity & Infrastructures
DL
47 Agricultural Text Classification Method Based on
Dynamic Fusion of Multiple Features
ML
48 Identifying Student Profiles within Online Judge systems
using Explainable Artificial Intelligence
AI
49 Multi-Class Stress Detection Through Heart Rate
Variability
ML
50 Fake Human Face Generation using DCGAN DL
Mobile:+91 9966499110 Visit:www.venkatprojects.com
Email:venkatjavaprojects@gmail.com