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Data science is the study of data to extract meaningful insights for business. Data science uses the most powerful hardware, programming systems, and most efficient algorithms to solve data-related problems. It is the future of artificial intelligence.
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T javaTpoint DATA SCIENCE www.javatpoint.com
T 2. Data Cleaning & Preprocess javaTpoint 8. Model Tuning 10. Monitoring & Maintaninance 4. Feature Engineering 6. Training & Testing 1. Data Collection 7. Model Evaluation 5. Model Building 11. Interpretation & Communication 3. EDA 12. Iterative Process Data Science Life Cycle 9. Deployment
T javaTpoint Data Science Components
T What is Data Science? Needs of Data Science Solving Problem With Data Science Data Science Tools Data Science Jobs javaTpoint Data Science Application Data Science Tutorial Prerequisite of Data Science https://training.javatpoint.com/data-science-training
T javaTpoint What is Data Science? Data science is the art of using data to solve real-world problems and make informed decisions by analyzing and interpreting information from various sources.
T javaTpoint Math & Statistics Communica-tion Skill Team Player Skill Data Scientist Skillset Data Visualization Skill ML Learning Skills Data Manipulation Coding & Programming Skills Advanced Computing
T javaTpoint Prerequisite For Data Science Non-Technical Technical • 1. Curiosity • 1. Machine Learning 2. Critical Thinking 2. Mathematical Modeling 3. Communication Skills 3. Statistics 4. Computer Programming 5. Database
T javaTpoint Is this A or B? Classification Algorithm Solving Problems in Data Science with ML Is this different? Anomaly detection Algorithm Possible Questions Applicable Algorithms How much or How many? Regression Algorithm How is this organized Clustering Algorithm What should I do next? Reinforcement Learning
Data Analysis tools T javaTpoint Data Science Tools • Data Warehousing • Data Visualization • Machine Learning Tools
T javaTpoint TYPES OF DATA SCIENCE JOBS 1. Data Scientist 2. Data Analyst 3. Machine Learning Expert 4. Data Engineer 5. Data Architect 6. Data Administrator 7. Business Analyst 8. Business Intelligence Manager
T javaTpoint Data Science Applications
T Contact us: javaTpoint hr@javatpoint.com THANK YOU (+91) 9599321147 https://training.javatpoint.com/data-science-training Do you have any questions?