This is a machine learning projects pdf provided by codtechit solutions

Machine learning projects

1. MACHINE LEARNING
INTERNSHIP TASKS
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COMPLETE ANY TWO TASKS
OUT OF SIX !
VERIFIED BY
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2. TASK ONE:
LINEAR REGRESSION ON HOUSING PRICES
Implement linear regression to predict housing prices based on features like
square footage, number of bedrooms, and location. Use a dataset like the
Boston Housing dataset for training and evaluation.
TASK TWO:
Develop a sentiment analysis model to classify movie reviews as positive or
negative. Use a dataset like the IMDb Movie Reviews dataset for training and
testing.
ANALYSIS ON MOVIE REVIEWS
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3. TASK THREE: CREDIT CARD FRAUD DETECTION
Develop a fraud detection model to identify fraudulent credit card
transactions. Use techniques like anomaly detection or supervised
learning with imbalanced data.
TASK FOUR:
Develop an app that calculates Body Mass Index (BMI) based on user
input for height and weight.
BMI TRACKER APP
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4. TASK FIVE:
Develop a text-to-speech conversion application that allows users to input
text and generate corresponding audio output. The application should
support multiple languages and voices, providing users with options to
customize the speech synthesis according to their preferences.
TASK SIX:
Develop a text-to-image generation application that takes textual
descriptions as input and produces corresponding visual
representations or images. The application should leverage
techniques from the field of generative models
TEXT-TO-IMAGE GENERATION APPLICATION
TEXT-TO-SPEECH CONVERSION APPLICATION
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5. BENEFITS OF THIS INTERNSHIP :
1).PLACEMENT SUPPORT
• INTERVIEW TRAINING
• RESUME & LINKEDIN BUILDING TOOLS
• SELF INTRODUCTION EXAMPLES
2) EXPERIENCE CERTIFICATE
3)MENTOR SUPPORT TO DO GIVEN PROJECTS
4) FLEXIBLE WORKING HOURS{WORK WHEN YOU ARE FREE
AND SUBMIT THE TASKS WITHIN THE DEADLINE
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6. DEVELOP ADVANCED FEATURES: EXTEND THE FUNCTIONALITY OF YOUR PROJECT BY
ADDING ADVANCED FEATURES OR REFINING EXISTING ONES AS PER THE
REQUIREMENTS FOR GIVEN TASKS.
1.
Update the code in GitHub: Make necessary changes and improvements to your
codebase. Commit the updated code to your GitHub repository.
2.
Share the GitHub URL at submission link: After updating your code on GitHub, retrieve
the updated repository URL and submit it via the provided submission link in whatsapp
group .
3.
NOTE:POST YOUR OFFER LETTER IN LINKEDIN AND TAG US @CODTECHITSOLUTIONS ,
SHARE THAT POST URL TO WHATSAPP GROUP ADMIN .
INSTRUCTIONS: