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Data Science Course

https://www.apponix.com/data-science-courses

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Data Science Course

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  1. Data Science with Python Certification Training Course With Placement Assurance APPONIX TECHNOLOGIES

  2. Data Science Course Objectives • Python full coding from scratch •  Visualization with Python •  Statistics - theory and application in business •  Machine Learning with Python - 6 different algorithms •  Multiple Linear regression •  Logistic regression •  Variable Reduction Technique - Information Value •  Forecasting – ARIMA •  Cluster Analysis

  3. Decision Tree •  Random Forest •  Case studies on Machine Learning (18 case studies) •  SQL queries(with Python) •  Business Presentation of Technical Solution in-front of end client. •  Robotic Automation(with Python) •  CV Building activities •  Interview preparation •  Mock Interview sessions

  4. Data Science Course Syllabus Machine Learning with Python • Introduction to Python Programming Language • Data handling in Python • More data handling using Python • Additional functions of Python • Statistic • Linear Regression • Linear Regression Practice Case Study • Logistic Regression Practice Case Study • Time Series Forecasting • Cluster Analysis • Decision Tree and Random Forest

  5. R Programming • Introduction to R Programming Language • Data handling in R •  More data handling using R • Additional functions of R

  6. Data Analytics with MS-excel • Introduction to Excel • Different Functionalities of MS Excel •  Analytics with Excel • Advanced Analytics with Excel

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