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Data Science vs Machine Learning – What’s The Difference? | Data Science Course | Edureka

**Python Data Science Training: https://www.edureka.co/python ** <br>In this video on Data Science vs Machine Learning, weu2019ll be discussing the importance of Data Science and Machine Learning and weu2019ll compare them based on a few key parameters. The following topics are covered in this session: <br><br>What Is Data Science? <br>What Is Machine Learning? <br>Fields Of Data Science <br>Use Case <br><br>Python Training Playlist: https://goo.gl/Na1p9G <br>Python Blog Series: https://bit.ly/2RVzcVE <br><br>Instagram: https://www.instagram.com/edureka_lea... <br>Facebook: https://www.facebook.com/edurekaIN/ <br>Twitter: https://twitter.com/edurekain

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Data Science vs Machine Learning – What’s The Difference? | Data Science Course | Edureka

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  1. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  2. Agenda 02 04 01 03 Use Case What Is Machine Learning? What Is Data Science? Fields Of Data Science PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  3. What Is Data Science? PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  4. What Is Data Science? Data Science is the process of extracting useful insights from data by using a variety of tools, algorithms and Machine Learning fundamentals. Programming + Statistics + Business Data Science Domains PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  5. What Is Machine Learning? PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  6. What Is Machine Learning? Machine learning is a subset of Data Science which provides machines the ability to learn automatically & improve from experience without being explicitly programmed. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  7. Fields Of Data Science PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  8. Fields Of Data Science Data Science •Data science is the extraction of knowledge from data by using different techniques and algorithms •Artificial Intelligence is a technique which enables machines to mimic human behaviour Machine Learning Deep Learning Artificial Intelligence •Machine Learning is a subset of AI technique which uses statistical methods to enable machines to improve with experience •Deep learning is a subset of ML which make the computation of multi-layer neural network feasible PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  9. Use Case PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  10. Recommendation System PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  11. Data Science 04 Data Exploration • Understand patterns • Retrieve useful insights 01 Business Requirements 02 Data Acquisition • User ratings • Comments • Cart history 05 Modelling • Find optimal features • Build and evaluate Machine Learning model 03 Data Processing 06 • Missing values • Fake reviews • Unnecessary data Optimization Monitor the performance of the model PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

  12. Machine Learning Modelling Build Model Test Model Import Data Train Model Improve Efficiency Data Cleaning PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

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