DataCamp

Azmine Toushik Wasi

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

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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.

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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.

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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%

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Career Tracks Completed :

• Data Scientist with Python | Certificate
  • JUL 09, 2022
• Python Programmer | Certificate
  • APR 30, 2021
  • JUN 23, 2022 - NEW VERSION
• Data Analyst with Python | Certificate
  • JUL 09, 2022
• Machine Learning Scientist with Python | Certificate
  • NOV 27, 2022

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Skill Tracks Completed :

• Python Fundamentals Track | Certificate
• Python Programming Track | Certificate
• Machine Learning Fundamentals with Python Track | Certificate
• Data Literacy Fundamentals | Certificate
• Python Toolbox | Certificate
• Importing & Cleaning Data with Python | Certificate
• Time Series with Python | Certificate
• Data Manipulation with Python | Certificate
• Deep Learning in Python | Certificate
• Statistics Fundamentals with Python | Certificate
• Data Visualization with Python | Certificate

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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

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✨ Credits

Azmine Toushik Wasi