Top 10 Machine Learning Projects to Try in 2025

1.Iris Flower Classification

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2. House Price Prediction

[{"selector":"#anim-d14cba95-b5f8-407e-aea7-99d5f3c42895","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8d08a587-b88f-4f5f-af33-c351544587f8","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-be37cdcc-9b7f-4131-86a2-3654b91e7e7f","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-054f2eb3-6092-4a1b-bbd0-8cdd059ff401","keyframes":{"transform":["translate3d(-112.63158%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-36059d3c-99b3-433c-b027-d5ae72a8d1f7","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-60ba86d1-8f57-43fd-8869-23a3363cdbb8","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b84e003e-9aff-4d50-8320-63bdb1da7c1c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ebb17c0d-be4e-43d0-840f-88840ad437d3","keyframes":{"transform":["translate3d(0px, 167.70024%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Predict house prices using features like location, size, and amenities. Understand regression models and their role in real estate.

3. Human Activity Recognition Dataset

[{"selector":"#anim-fbb03d9a-3188-41d5-ac67-1ff0cd64fd2e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e8772d0f-fe6a-4e39-89e9-9799b89345e8","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-65d13f38-f6fd-49d2-b002-db0fcbe7f7b0","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a4c80574-1b1a-4fc4-988f-363e4e4024f9","keyframes":{"transform":["translate3d(-114.50152%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a6756c9c-7a43-4114-9732-d0706f317e42","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9f6fce8a-b3ac-47cd-8aff-316adca49657","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8a2665aa-20d4-4d88-b93b-bed0621381ba","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-86861918-e272-4e04-801f-94c3916f1bb2","keyframes":{"transform":["translate3d(0px, 189.40970%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Classify activities like walking or sitting using wearable device sensor data. Perfect for fitness apps and healthcare solutions.

4. Stock Price Prediction

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5. Wine Quality Predictions

[{"selector":"#anim-be224551-adda-46ca-a49c-0046fcd6d9fa","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-165990db-0f42-40f5-9d26-dfdb1df354d0","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b5aefc19-e88a-4552-9b73-b53d40b895ea","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d8d44ba9-515c-4886-b264-04372fc29efd","keyframes":{"transform":["translate3d(-114.50152%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ce69374e-fa18-45b9-b979-65387f853209","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5652522c-aa8d-44f6-a632-a87aac9eb62e","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ae13bb19-2310-491b-8815-f1d9b61d2db2","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-919644d1-36a7-4830-a7e6-28e8163caf48","keyframes":{"transform":["translate3d(0px, 173.51418%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Predict wine quality using physicochemical properties like acidity and alcohol content. Ideal for exploring regression and classification.

6. Fraud Detection

[{"selector":"#anim-ac136e6e-0669-464b-a433-8b0dc1e08058","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-63a1fd8f-4bf6-4365-8e2b-8ac926d8250f","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1eb91bc2-83b7-4c43-b8d3-3a74eea9fa5b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-52595196-6b72-4c26-85e8-e8aa3119a86b","keyframes":{"transform":["translate3d(-114.50152%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-28a9a2e1-1c60-4599-9a46-8e5576f79468","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2ad367a9-4d4d-42df-aded-b798ae540c0a","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-11144f36-daca-4127-b9b8-891b8ac3cb3b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4d7a4f09-b048-4f10-a8b2-ae1767d32e73","keyframes":{"transform":["translate3d(0px, 233.15965%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Identify fraudulent transactions using behavior patterns and transaction data. A crucial project for finance and security.

7. Fake News Detection

[{"selector":"#anim-ac5a03d0-a812-444a-b3ce-5c7d253c8e51","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-62efd0ba-d7ee-4ecd-bba6-e483da7f240e","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8b6b5b8f-9aac-4065-9712-d831ee86a2c5","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c6ceec6f-b9a4-4d6f-82ce-0079ed96a8e2","keyframes":{"transform":["translate3d(-114.50152%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4ca4afa6-1213-4e22-8433-9e5cbe71230a","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e6dcd7f0-893b-4935-af38-4345ccf5c742","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-12f1310a-de21-470d-a020-a5d0ce453450","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-db90e289-0c04-4a36-a9bd-8f9579f277b9","keyframes":{"transform":["translate3d(0px, 233.15965%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Classify news articles as real or fake using text analysis. Fight misinformation with machine learning.

7. Fake News Detection

[{"selector":"#anim-899d180d-1c3b-416e-a1c0-fc7333f54efa","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-27e53181-5b9a-4f98-9b8b-59d00697ee23","keyframes":{"transform":["translate3d(0px, 57.39864%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3a0e801c-ab80-48ac-8073-75f7f145b022","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-33a08218-6b6c-4b64-a5e7-fa8123a3ca06","keyframes":{"transform":["translate3d(-114.50152%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8ea9b64a-9ce6-4952-9e4a-e93a04baada6","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d8aaaefd-cb90-4fd3-8868-ecdbb0aba1c5","keyframes":{"transform":["translate3d(90.80459%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-28680097-7cd6-432a-afeb-3bb017175f7f","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5ff09cb3-485d-46a7-ad0b-01f69c7cb820","keyframes":{"transform":["translate3d(0px, 233.15965%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Classify news articles as real or fake using text analysis. Fight misinformation with machine learning.

Top 10 Machine Learning Projects to Try in 2025

Manikandan

1.Iris Flower Classification

2. House Price Prediction

3. Human Activity Recognition Dataset

4. Stock Price Prediction

5. Wine Quality Predictions

6. Fraud Detection

7. Fake News Detection

7. Fake News Detection

Shocking AI Predictions for 2050 Revealed