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Time Series Analysis I will do machine learning and data science projects in python

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Machine Learning and Data Analysis is the most advancing field in the domain of Computer Science and Engineering. It is involving many algorithms to solve the new problems. It is includes several subdivisions like data preparation and exploration,data representation and transformation,data visualization and presentation and predictive analytics.

Essential Skills We Have:

  1. Skills in Python
  2. a) Numpy
  3. b) Pandas
  4. c) Matplotlib
  5. d) Seaborn
  6. e) Scikit-learn
  7. f) PyTorch
  8. g) TensorFlow
  9. h) Folium
  10. Data Pre-Processing:
  11. a) Dealing with missing data
  12. b) Data imputation
  13. c) Handling categorical data
  14. d) Encoding class labels for classification problems
  15. e) Techniques of feature transformation
  16. Data Visualization
  17. Feature Selection
  18. Machine Learning
  • Supervised Algorithms
  • Unsupervised Algorithms
  • Principal Component Analysis
  • Time Series Analysis
  • Semi Supervised Algorithms
  • Deep Learning


  • We analyse the problem and apply data pre-processing to make the data usable.
  • We apply the data visualization techniques to get insights of data.
  • We apply machine learning models to predict the future value/data.