Udemy - Python for Data Science and Machine Learning Bootcamp
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Requirements Some programming experience Admin permissions to download files Description Are you ready to start your path to becoming a Data Scientist! This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms! Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems! This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science! This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy! We'll teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python! Here a just a few of the topics we will be learning: Programming with Python NumPy with Python Using pandas Data Frames to solve complex tasks Use pandas to handle Excel Files Web scraping with python Connect Python to SQL Use matplotlib and seaborn for data visualizations Use plotly for interactive visualizations Machine Learning with SciKit Learn, including: Linear Regression K Nearest Neighbors K Means Clustering Decision Trees Random Forests Natural Language Processing Neural Nets and Deep Learning Support Vector Machines and much, much more! Enroll in the course and become a data scientist today! Who this course is for: This course is meant for people with at least some programming experience
1. Course Introduction/1. Introduction to the Course.mp4 | 29.04 MiB |
1. Course Introduction/1. Introduction to the Course.srt | 5.9 KiB |
1. Course Introduction/2. Course Help and Welcome.mp4 | 8.26 MiB |
1. Course Introduction/2. Course Help and Welcome.srt | 1.15 KiB |
1. Course Introduction/3. Course FAQs.html | 5.34 KiB |
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip | 52.5 MiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 | 31.35 MiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt | 20.81 KiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 | 5.17 MiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt | 2.27 KiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 | 28.6 MiB |
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt | 13.3 KiB |
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 | 12.52 MiB |
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt | 5.47 KiB |
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 | 51.15 MiB |
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.srt | 27.72 KiB |
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 | 1.94 MiB |
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt | 1.36 KiB |
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 | 46.16 MiB |
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt | 26.28 KiB |
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 | 19.19 MiB |
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt | 8.88 KiB |
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 | 11.16 MiB |
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt | 5.74 KiB |
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 | 27.64 MiB |
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt | 13.89 KiB |
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 | 3.99 MiB |
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt | 614 B |
13. Data Capstone Project/2. 911 Calls Project Overview.mp4 | 8.57 MiB |
13. Data Capstone Project/2. 911 Calls Project Overview.srt | 3.64 KiB |
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 | 39.8 MiB |
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt | 20.88 KiB |
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 | 49.8 MiB |
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt | 37.59 MiB |
13. Data Capstone Project/5. Bank Data.html | 363 B |
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html | 117 B |
13. Data Capstone Project/6. Finance Data Project Overview.mp4 | 12.21 MiB |
13. Data Capstone Project/6. Finance Data Project Overview.srt | 5.41 KiB |
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 | 47.26 MiB |
13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt | 24.32 KiB |
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 | 45.71 MiB |
13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt | 25.24 KiB |
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 | 16.57 MiB |
13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt | 8.88 KiB |
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 | 7.21 MiB |
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.srt | 991 B |
14. Introduction to Machine Learning/2. Link for ISLR.html | 56 B |
14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html | 123 B |
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip | 2.79 MiB |
14. Introduction to Machine Learning/3. Supervised Learning Overview.mp4 | 40.05 MiB |
14. Introduction to Machine Learning/3. Supervised Learning Overview.srt | 13.42 KiB |
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 | 82.72 MiB |
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt | 27.05 KiB |
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp4 | 23.69 MiB |
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt | 9.17 KiB |
14. Introduction to Machine Learning/6. Machine Learning with Python.mp4 | 16.79 MiB |
14. Introduction to Machine Learning/6. Machine Learning with Python.srt | 14.15 KiB |
15. Linear Regression/1. Linear Regression Theory.mp4 | 8.57 MiB |
15. Linear Regression/1. Linear Regression Theory.srt | 6.65 KiB |
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html | 845 B |
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 | 43.32 MiB |
15. Linear Regression/3. Linear Regression with Python - Part 1.srt | 26.06 KiB |
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 | 16.06 MiB |
15. Linear Regression/4. Linear Regression with Python - Part 2.srt | 10.08 KiB |
15. Linear Regression/5. Linear Regression Project Overview.mp4 | 10.8 MiB |
15. Linear Regression/5. Linear Regression Project Overview.srt | 3.97 KiB |
15. Linear Regression/6. Linear Regression Project Solution.mp4 | 45.39 MiB |
15. Linear Regression/6. Linear Regression Project Solution.srt | 26.08 KiB |
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 | 18.93 MiB |
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt | 9.71 KiB |
17. Logistic Regression/1. Logistic Regression Theory.mp4 | 21.01 MiB |
17. Logistic Regression/1. Logistic Regression Theory.srt | 17.29 KiB |
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 | 41.41 MiB |
17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt | 26.22 KiB |
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 | 34.22 MiB |
17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt | 23.79 KiB |
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 | 16.95 MiB |
17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt | 11.75 KiB |
17. Logistic Regression/5. Logistic Regression Project Overview.mp4 | 5.31 MiB |
17. Logistic Regression/5. Logistic Regression Project Overview.srt | 2.58 KiB |
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 | 30.21 MiB |
17. Logistic Regression/6. Logistic Regression Project Solutions.srt | 14.72 KiB |
18. K Nearest Neighbors/1. KNN Theory.mp4 | 9.91 MiB |
18. K Nearest Neighbors/1. KNN Theory.srt | 8.01 KiB |
18. K Nearest Neighbors/2. KNN with Python.mp4 | 45.96 MiB |
18. K Nearest Neighbors/2. KNN with Python.srt | 26.68 KiB |
18. K Nearest Neighbors/3. KNN Project Overview.mp4 | 4.99 MiB |
18. K Nearest Neighbors/3. KNN Project Overview.srt | 2.19 KiB |
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 | 52.66 MiB |
18. K Nearest Neighbors/4. KNN Project Solutions.srt | 19.22 KiB |
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 | 12.06 MiB |
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt | 9.92 KiB |
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 | 40.1 MiB |
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt | 20.13 KiB |
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 | 11.96 MiB |
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt | 4.98 KiB |
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 | 30.87 MiB |
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt | 17.14 KiB |
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 | 26.56 MiB |
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.srt | 12.14 KiB |
2. Environment Set-Up/1. Python Environment Setup.mp4 | 76.35 MiB |
2. Environment Set-Up/1. Python Environment Setup.srt | 19.99 KiB |
2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip | 52.49 MiB |
20. Support Vector Machines/1. SVM Theory.mp4 | 8.72 MiB |
20. Support Vector Machines/1. SVM Theory.srt | 6.55 KiB |
20. Support Vector Machines/2. Support Vector Machines with Python.mp4 | 47.45 MiB |
20. Support Vector Machines/2. Support Vector Machines with Python.srt | 24.79 KiB |
20. Support Vector Machines/3. SVM Project Overview.mp4 | 8.59 MiB |
20. Support Vector Machines/3. SVM Project Overview.srt | 3.77 KiB |
20. Support Vector Machines/4. SVM Project Solutions.mp4 | 28.14 MiB |
20. Support Vector Machines/4. SVM Project Solutions.srt | 13.21 KiB |
21. K Means Clustering/1. K Means Algorithm Theory.mp4 | 9.61 MiB |
21. K Means Clustering/1. K Means Algorithm Theory.srt | 7.55 KiB |
21. K Means Clustering/2. K Means with Python.mp4 | 29.95 MiB |
21. K Means Clustering/2. K Means with Python.srt | 17.37 KiB |
21. K Means Clustering/3. K Means Project Overview.mp4 | 9.2 MiB |
21. K Means Clustering/3. K Means Project Overview.srt | 4.79 KiB |
21. K Means Clustering/4. K Means Project Solutions.mp4 | 47.12 MiB |
21. K Means Clustering/4. K Means Project Solutions.srt | 22.68 KiB |
22. Principal Component Analysis/1. Principal Component Analysis.mp4 | 6.21 MiB |
22. Principal Component Analysis/1. Principal Component Analysis.srt | 4.88 KiB |
22. Principal Component Analysis/2. PCA with Python.mp4 | 43.24 MiB |
22. Principal Component Analysis/2. PCA with Python.srt | 23.53 KiB |
23. Recommender Systems/1. Recommender Systems.mp4 | 7.87 MiB |
23. Recommender Systems/1. Recommender Systems.srt | 6.73 KiB |
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 | 35.53 MiB |
23. Recommender Systems/2. Recommender Systems with Python - Part 1.srt | 19.44 KiB |
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 | 34.44 MiB |
23. Recommender Systems/3. Recommender Systems with Python - Part 2.srt | 17.06 KiB |
24. Natural Language Processing/1. Natural Language Processing Theory.mp4 | 8.86 MiB |
24. Natural Language Processing/1. Natural Language Processing Theory.srt | 6.99 KiB |
24. Natural Language Processing/2. NLP with Python - Part 1.mp4 | 40.16 MiB |
24. Natural Language Processing/2. NLP with Python - Part 1.srt | 22.05 KiB |
24. Natural Language Processing/3. NLP with Python - Part 2.mp4 | 41.92 MiB |
24. Natural Language Processing/3. NLP with Python - Part 2.srt | 25.26 KiB |
24. Natural Language Processing/4. NLP with Python - Part 3.mp4 | 37.66 MiB |
24. Natural Language Processing/4. NLP with Python - Part 3.srt | 23.92 KiB |
24. Natural Language Processing/5. NLP Project Overview.mp4 | 6.68 MiB |
24. Natural Language Processing/5. NLP Project Overview.srt | 3.58 KiB |
24. Natural Language Processing/6. NLP Project Solutions.mp4 | 48.05 MiB |
24. Natural Language Processing/6. NLP Project Solutions.srt | 26.98 KiB |
25. Neural Nets and Deep Learning/1. Download TensorFlow Notebooks Here.html | 315 B |
25. Neural Nets and Deep Learning/1.1 TensorFlow_FILES.zip.zip | 33.05 MiB |
25. Neural Nets and Deep Learning/10. Backpropagation.mp4 | 57.95 MiB |
25. Neural Nets and Deep Learning/10. Backpropagation.srt | 21.45 KiB |
25. Neural Nets and Deep Learning/11. TensorFlow vs Keras.mp4 | 10.45 MiB |
25. Neural Nets and Deep Learning/11. TensorFlow vs Keras.srt | 3.27 KiB |
25. Neural Nets and Deep Learning/12. TF Syntax Basics - Part One - Preparing the Data.mp4 | 50.34 MiB |
25. Neural Nets and Deep Learning/12. TF Syntax Basics - Part One - Preparing the Data.srt | 16.33 KiB |
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 | 84.32 MiB |
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part Two - Creating and Training the Model.srt | 21.49 KiB |
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Three - Model Evaluation.mp4 | 64.78 MiB |
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Three - Model Evaluation.srt | 18.5 KiB |
25. Neural Nets and Deep Learning/15. TF Regression Code Along - Exploratory Data Analysis.mp4 | 136.96 MiB |
25. Neural Nets and Deep Learning/15. TF Regression Code Along - Exploratory Data Analysis.srt | 27.22 KiB |
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 | 76.2 MiB |
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis - Continued.srt | 19.56 KiB |
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Data Preprocessing and Creating a Model.mp4 | 46.99 MiB |
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Data Preprocessing and Creating a Model.srt | 13.05 KiB |
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Model Evaluation and Predictions.mp4 | 68.93 MiB |
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Model Evaluation and Predictions.srt | 17.28 KiB |
25. Neural Nets and Deep Learning/19. TF Classification Code Along - EDA and Preprocessing.mp4 | 56.21 MiB |
25. Neural Nets and Deep Learning/19. TF Classification Code Along - EDA and Preprocessing.srt | 11.69 KiB |
25. Neural Nets and Deep Learning/2. Welcome to the Deep Learning Section!.mp4 | 4.91 MiB |
25. Neural Nets and Deep Learning/2. Welcome to the Deep Learning Section!.srt | 709 B |
25. Neural Nets and Deep Learning/20. TF Classification - Dealing with Overfitting and Evaluation.mp4 | 111.33 MiB |
25. Neural Nets and Deep Learning/20. TF Classification - Dealing with Overfitting and Evaluation.srt | 26.42 KiB |
25. Neural Nets and Deep Learning/21. TensorFlow 2.0 Project Options Overview.mp4 | 7.86 MiB |
25. Neural Nets and Deep Learning/21. TensorFlow 2.0 Project Options Overview.srt | 2.66 KiB |
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Notebook Overview.mp4 | 80.53 MiB |
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Notebook Overview.srt | 13.45 KiB |
25. Neural Nets and Deep Learning/23. Keras Project Solutions - Dealing with Missing Data.mp4 | 143.62 MiB |
25. Neural Nets and Deep Learning/23. Keras Project Solutions - Dealing with Missing Data.srt | 30.18 KiB |
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 | 96.81 MiB |
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data - Part Two.srt | 21.84 KiB |
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Categorical Data.mp4 | 85.38 MiB |
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Categorical Data.srt | 18.34 KiB |
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Data PreProcessing.mp4 | 124.95 MiB |
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Data PreProcessing.srt | 26.8 KiB |
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4 | 23.98 MiB |
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.srt | 5.44 KiB |
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Creating and Training a Model.mp4 | 29.74 MiB |
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Creating and Training a Model.srt | 6.42 KiB |
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Model Evaluation.mp4 | 63.11 MiB |
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Model Evaluation.srt | 14.83 KiB |
25. Neural Nets and Deep Learning/3. Introduction to Artificial Neural Networks (ANN).mp4 | 9.67 MiB |
25. Neural Nets and Deep Learning/3. Introduction to Artificial Neural Networks (ANN).srt | 3.48 KiB |
25. Neural Nets and Deep Learning/30. Tensorboard.mp4 | 144.17 MiB |
25. Neural Nets and Deep Learning/30. Tensorboard.srt | 30.83 KiB |
25. Neural Nets and Deep Learning/4. Installing Tensorflow.html | 408 B |
25. Neural Nets and Deep Learning/5. Perceptron Model.mp4 | 48 MiB |
25. Neural Nets and Deep Learning/5. Perceptron Model.srt | 15.39 KiB |
25. Neural Nets and Deep Learning/6. Neural Networks.mp4 | 35.92 MiB |
25. Neural Nets and Deep Learning/6. Neural Networks.srt | 11.55 KiB |
25. Neural Nets and Deep Learning/7. Activation Functions.mp4 | 62.58 MiB |
25. Neural Nets and Deep Learning/7. Activation Functions.srt | 16.97 KiB |
25. Neural Nets and Deep Learning/8. Multi-Class Classification Considerations.mp4 | 46.06 MiB |
25. Neural Nets and Deep Learning/8. Multi-Class Classification Considerations.srt | 17.07 KiB |
25. Neural Nets and Deep Learning/9. Cost Functions and Gradient Descent.mp4 | 75.99 MiB |
25. Neural Nets and Deep Learning/9. Cost Functions and Gradient Descent.srt | 28.5 KiB |
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 | 5.23 MiB |
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.srt | 74 B |
26. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 | 9.33 MiB |
26. Big Data and Spark with Python/10. Lambda Expressions Review.srt | 7.88 KiB |
26. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 | 15.73 MiB |
26. Big Data and Spark with Python/11. Introduction to Spark and Python.srt | 12.14 KiB |
26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 | 55.68 MiB |
26. Big Data and Spark with Python/12. RDD Transformations and Actions.srt | 32.35 KiB |
26. Big Data and Spark with Python/2. Big Data Overview.mp4 | 9.96 MiB |
26. Big Data and Spark with Python/2. Big Data Overview.srt | 7.77 KiB |
26. Big Data and Spark with Python/3. Spark Overview.mp4 | 15.7 MiB |
26. Big Data and Spark with Python/3. Spark Overview.srt | 13.59 KiB |
26. Big Data and Spark with Python/4. Local Spark Set-Up.html | 1.62 KiB |
26. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 | 10.88 MiB |
26. Big Data and Spark with Python/5. AWS Account Set-Up.srt | 6.79 KiB |
26. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html | 146 B |
26. Big Data and Spark with Python/6. Quick Note on AWS Security.html | 392 B |
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 | 62.98 MiB |
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.srt | 25.75 KiB |
26. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html | 122 B |
26. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 | 9.14 MiB |
26. Big Data and Spark with Python/8. SSH with Mac or Linux.srt | 7.95 KiB |
26. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html | 14 B |
26. Big Data and Spark with Python/9. PySpark Setup.mp4 | 60.4 MiB |
26. Big Data and Spark with Python/9. PySpark Setup.srt | 36.41 KiB |
26. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html | 158 B |
27. BONUS SECTION THANK YOU!/1. Bonus Lecture.html | 532 B |
3. Jupyter Overview/1. Updates to Notebook Zip.html | 197 B |
3. Jupyter Overview/2. Jupyter Notebooks.mp4 | 31.99 MiB |
3. Jupyter Overview/2. Jupyter Notebooks.srt | 22.74 KiB |
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip | 52.5 MiB |
3. Jupyter Overview/3. Optional Virtual Environments.mp4 | 18.95 MiB |
3. Jupyter Overview/3. Optional Virtual Environments.srt | 15.39 KiB |
3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html | 144 B |
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 | 3.96 MiB |
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.srt | 553 B |
4. Python Crash Course/2. Introduction to Python Crash Course.mp4 | 2.66 MiB |
4. Python Crash Course/2. Introduction to Python Crash Course.srt | 2.28 KiB |
4. Python Crash Course/3. Python Crash Course - Part 1.mp4 | 35.78 MiB |
4. Python Crash Course/3. Python Crash Course - Part 1.srt | 27.25 KiB |
4. Python Crash Course/4. Python Crash Course - Part 2.mp4 | 28.87 MiB |
4. Python Crash Course/4. Python Crash Course - Part 2.srt | 22.52 KiB |
4. Python Crash Course/5. Python Crash Course - Part 3.mp4 | 31.76 MiB |
4. Python Crash Course/5. Python Crash Course - Part 3.srt | 23.24 KiB |
4. Python Crash Course/6. Python Crash Course - Part 4.mp4 | 29.26 MiB |
4. Python Crash Course/6. Python Crash Course - Part 4.srt | 21.34 KiB |
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 | 9.38 MiB |
4. Python Crash Course/7. Python Crash Course Exercises - Overview.srt | 5.9 KiB |
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 | 27.25 MiB |
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.srt | 16.44 KiB |
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 | 2.47 MiB |
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.srt | 348 B |
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 | 4.16 MiB |
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.srt | 3.28 KiB |
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 | 33.44 MiB |
5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt | 22.89 MiB |
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html | 1.03 KiB |
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 | 37.3 MiB |
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.srt | 25.08 KiB |
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 | 25.47 MiB |
5. Python for Data Analysis - NumPy/6. Numpy Operations.srt | 10.87 KiB |
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 | 9.77 MiB |
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.srt | 4.8 KiB |
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 | 38.27 MiB |
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.srt | 23.81 KiB |
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 | 3.26 MiB |
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.srt | 469 B |
6. Python for Data Analysis - Pandas/10. Operations.mp4 | 24.13 MiB |
6. Python for Data Analysis - Pandas/10. Operations.srt | 17.76 KiB |
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 | 36.62 MiB |
6. Python for Data Analysis - Pandas/11. Data Input and Output.srt | 21 KiB |
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 | 3.19 MiB |
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6. Python for Data Analysis - Pandas/3. Series.mp4 | 20.31 MiB |
6. Python for Data Analysis - Pandas/3. Series.srt | 19.33 MiB |
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 | 39.77 MiB |
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.srt | 21.33 KiB |
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 | 42.02 MiB |
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.srt | 24.96 KiB |
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 | 20.85 MiB |
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.srt | 12.54 KiB |
6. Python for Data Analysis - Pandas/7. Missing Data.mp4 | 12.14 MiB |
6. Python for Data Analysis - Pandas/7. Missing Data.srt | 8.67 KiB |
6. Python for Data Analysis - Pandas/8. Groupby.mp4 | 14.77 MiB |
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6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 | 26.16 MiB |
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.srt | 13.64 KiB |
7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html | 559 B |
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4 | 6.79 MiB |
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.srt | 3.36 KiB |
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 | 42.69 MiB |
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.srt | 20.72 KiB |
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 | 7.4 MiB |
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.srt | 3.82 KiB |
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 | 43.07 MiB |
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.srt | 21.34 KiB |
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 | 5.19 MiB |
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.srt | 748 B |
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4 | 12.64 MiB |
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.srt | 5.23 KiB |
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4 | 36.17 MiB |
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8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4 | 31.56 MiB |
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.srt | 21.51 KiB |
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4 | 27.28 MiB |
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.srt | 17.69 KiB |
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4 | 5.85 MiB |
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.srt | 2.63 KiB |
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4 | 27.73 MiB |
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.srt | 12.87 KiB |
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 | 9.03 MiB |
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.srt | 4.46 KiB |
9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html | 87 B |
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 | 51.4 MiB |
9. Python for Data Visualization - Seaborn/2. Distribution Plots.srt | 51.43 MiB |
9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4 | 38.5 MiB |
9. Python for Data Visualization - Seaborn/3. Categorical Plots.srt | 25.95 KiB |
9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4 | 22.37 MiB |
9. Python for Data Visualization - Seaborn/4. Matrix Plots.srt | 14.54 KiB |
9. Python for Data Visualization - Seaborn/5. Grids.mp4 | 19.88 MiB |
9. Python for Data Visualization - Seaborn/5. Grids.srt | 12.73 KiB |
9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4 | 15.46 MiB |
9. Python for Data Visualization - Seaborn/6. Regression Plots.srt | 10.26 KiB |
9. Python for Data Visualization - Seaborn/7. Style and Color.mp4 | 19 MiB |
9. Python for Data Visualization - Seaborn/7. Style and Color.srt | 12.23 KiB |
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4 | 6.63 MiB |
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.srt | 2.91 KiB |
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4 | 20.04 MiB |
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.srt | 10.17 KiB |
GetFreeCourses.Me-Udemy-learn-ethical-hacking-from-scratch.txt | 264 B |
GetFreeCourses.Me.url | 116 B |