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This tutorial on Top 5 Machine Learning Projects with Source Code by Simplilearn, walks you through practical, real-world projects that help you apply machine learning concepts effectively. It begins with an overview of why projects matter for learning and career growth, followed by hands-on examples like a real-time face mask detection system, a movie recommendation engine, and an AI-powered resume matcher. You’ll also explore fake news detection using NLP techniques and stock price prediction using LSTM for time-series analysis. Each project focuses on real use cases, clear logic, and implementation-ready ideas. This tutorial is ideal for students, beginners, and job seekers looking to strengthen their ML portfolio with impactful projects.
Following are the topics covered in this tutorial on Top 5 Machine Learning Projects Ideas 2026:
00:00:00 Introduction to Top 5 Machine Learning Projects 2026
00:00:46 Real-Time Face Mask Detection System
00:01:42 Movie Recommendation System
00:02:29 AI Resume Matcher
00:03:11 Fake News Detection System
00:03:55 Stock Price Detection Using LSTM
Source Code Links
Project 1 - Real-Time Face Mask Detection System- https://github.com/Karan-Malik/FaceMaskDetector
Project 2 - Movie Recommendation System- https://github.com/kishan0725/AJAX-Movie-Recommendation-System-with-Sentiment-Analysis
Project 3 - AI Resume Matcher- https://github.com/sliday/resume-job-matcher
Project 4 - Fake News Detection System- https://github.com/KaiDMML/FakeNewsNet
Project 5 - Stock Price Detection Using LSTM- https://github.com/nayash/Stock-Price-Prediction
Related Videos:
✅ 1. https://youtu.be/smSs8_eVgYg
✅ 2. https://youtu.be/E95rnH0WQgY
✅ 3.https://youtu.be/CEo_y9L2UFs
✅ 4. https://youtu.be/gsWCUDfQBvY
✅ 5.https://youtu.be/jpQGbYt6gwQ
⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq
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➡️ About the Professional Certificate in AI and Machine Learning
Master AI, ML, and Generative AI in this artificial intelligence course with hands-on Python, Deep Learning, and Agentic Frameworks. Gain real-world experience, practical artificial intelligence training, and skills in AI automation, LLMs, and machine learning to future-proof your career.
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✅ Live-online masterclasses delivered by Purdue faculty and staff and IBM experts
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✅ Core curriculum delivered in live classes by industry experts
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Practical exposure to ChatGPT, LLM-based AI solutions, and other AI applications.
✅ 3 capstones and 15+ hands-on projects from various industry domains.
✅ Access to Purdue’s alumni association membership on program completion
✅ Exclusive hackathons and Ask Me Anything sessions by IBM
Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Conversational AI
✅ Large Language Models
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Speech Recognition
✅ Machine Learning Algorithms
✅ Agentic Frameworks
? Learn More At: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=-Q4qkeG-GxQ&utm_medium=Description&utm_source=Youtube
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