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DataCamp

Azmine Toushik Wasi

Notes, Code Exercises, Informations and Certificates of all the python, R, SQL, data-science, machine learning and other courses I have completed in DataCamp.

For most of the courses, exercise and solutions are added. But, I won't be adding them in all courses, to focus more on the concepts and knowledge. But, in this case, I'll add chapter notes.

Disclaimer: Most of these solutions are made to actually run in DataCamp's exercise environment. So, most of them will not run properly in your machine because DataCamp preloaded some data and fuctions in the exercises, and I don't have them added here.

DataCamp Signal™ Assessments Results :

  • Understanding and Interpreting Data
    • JUN 18, 2022 | Score : 177 | Percentile : Better than 99%
  • Python Programming
    • JUL 09, 2022 | Score : 174 | Percentile : Better than 99%
  • Machine Learning Fundamentals in Python
    • JUL 09, 2022 | Score : 165 | Percentile : Better than 98%
  • Importing and Cleaning with Python
    • JUL 02, 2022 | Score : 150 | Percentile : Better than 95%
  • Exploratory Analysis Theory
    • JUL 20, 2022 | Score : 179 | Percentile : Better than 99%
  • Statistical Experimentation Theory
    • JUL 20, 2022 | Score : 136 | Percentile : Better than 88%

Career Tracks Completed :

Skill Tracks Completed :

Courses Completed :

  1. Conda Essentials | Certificate
  2. Data Manipulation with pandas | Certificate
  3. Introduction to Data Science in Python | Certificate
  4. Introduction to Shell | Certificate
  5. Web Scraping in Python | Certificate
  6. Working with Dates and Times in Python | Certificate
  7. Introduction to Deep Learning in Python | Certificate
  8. Linear Classifiers in Python | Certificate
  9. Supervised Learning with scikit-learn | Certificate
  10. Unsupervised Learning in Python | Certificate
  11. Case Study - School Budgeting with ML | Certificate
  12. Introduction to SQL | Certificate
  13. Data Science for Everyone | Certificate
  14. Writing Efficient Code with pandas | Certificate
  15. Regular Expressions in Python | Certificate
  16. Parallel Programming with Dask in Python | Certificate
  17. Introduction to Python | Certificate
  18. Dimensionality Reduction in Python | Certificate
  19. Preprocessing for Machine Learning in Python | Certificate
  20. Object-Oriented Programming in Python | Certificate
  21. Machine Learning with scikit-learn | Certificate
  22. Developing Python Packages | Certificate
  23. Machine Learning for Everyone | Certificate
  24. Machine Learning with Tree-Based Models in Python | Certificate
  25. Data Visualization for Everyone | Certificate
  26. Extreme Gradient Boosting with XGBoost | Certificate
  27. Cluster Analysis in Python | Certificate
  28. Data Engineering for Everyone | Certificate
  29. Cloud Computing for Everyone | Certificate
  30. Hyperparameter Tuning in Python | Certificate
  31. Feature Engineering for Machine Learning in Python | Certificate
  32. Dealing with Missing Data in Python | Certificate
  33. Model Validation in Python | Certificate
  34. Data Science for Business | Certificate
  35. Introduction to Natural Language Processing in Python | Certificate
  36. Feature Engineering for NLP in Python | Certificate
  37. Machine Learning for Time Series Data in Python | Certificate
  38. Manipulating Time Series Data in Python | Certificate
  39. Introduction to Importing Data in Python | Certificate
  40. Intermediate Importing Data in Python | Certificate
  41. Time Series Analysis in Python | Certificate
  42. Cleaning Data in Python | Certificate
  43. Reshaping Data with pandas | Certificate
  44. Visualizing Time Series Data in Python | Certificate
  45. ARIMA Models in Python | Certificate
  46. Introduction to Statistics in Python | Certificate
  47. Introduction to TensorFlow in Python | Certificate
  48. Sampling in Python | Certificate
  49. Exploratory Data Analysis in Python | Certificate
  50. Introduction to Data Visualization with Seaborn | Certificate
  51. Hypothesis Testing in Python | Certificate
  52. Analyzing Police Activity with pandas | Certificate
  53. Intermediate Data Visualization with Seaborn | Certificate
  54. Introduction to Data Visualization with Matplotlib | Certificate
  55. Introduction to NumPy | Certificate
  56. Introduction to Regression with statsmodels in Python | Certificate
  57. Introduction to Power BI | Certificate
  58. Introduction to Deep Learning with Keras | Certificate
  59. Advanced Deep Learning with Keras | Certificate
  60. Deep Learning with PyTorch | Certificate
  61. Introduction to Databases in Python | Certificate
  62. Intermediate Regression with statsmodels in Python | Certificate
  63. Image Processing in Python | Certificate
  64. Image Processing with Keras in Python | Certificate
  65. Winning a Kaggle Competition in Python | Certificate
  66. Introduction to PySpark | Certificate
  67. Machine Learning with PySpark | Certificate
  68. Sentiment Analysis in Python | Certificate
  69. Improving Your Data Visualizations in Python | Certificate
  70. Visualizing Geospatial Data in Python | Certificate

✨ Credits

Azmine Toushik Wasi

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