| 1. Bias Variance Trade-Off.mp4 | 11.6 MB | ||
| 1. Bias Variance Trade-Off.vtt | 8.8 KB | ||
| 1. Bonus Lecture Coupons.html | 3.2 KB | ||
| 1. Environment Set-up and Installation.mp4 | 22.3 MB | ||
| 1. Environment Set-up and Installation.vtt | 13.2 KB | ||
| 1. Introduction to Geographical Plotting.mp4 | 1.9 MB | ||
| 1. Introduction to Geographical Plotting.vtt | 1.3 KB | ||
| 1. Introduction to Plotly and Cufflinks.mp4 | 12.5 MB | ||
| 1. Introduction to Plotly and Cufflinks.vtt | 4.9 KB | ||
| 1. Introduction to Seaborn.mp4 | 9 MB | ||
| 1. Introduction to Seaborn.vtt | 4.1 KB | ||
| 1. Introduction to Tree Methods.mp4 | 12.1 MB | ||
| 1. Introduction to Tree Methods.vtt | 8.9 KB | ||
| 1. Introduction to the Course.mp4 | 29 MB | ||
| 1. Introduction to the Course.vtt | 5.3 KB | ||
| 1. K Means Algorithm Theory.mp4 | 9.6 MB | ||
| 1. K Means Algorithm Theory.vtt | 6.8 KB | ||
| 1. KNN Theory.mp4 | 9.9 MB | ||
| 1. KNN Theory.vtt | 7.2 KB | ||
| 1. Linear Regression Theory.mp4 | 8.6 MB | ||
| 1. Linear Regression Theory.vtt | 6 KB | ||
| 1. Logistic Regression Theory.mp4 | 21 MB | ||
| 1. Logistic Regression Theory.vtt | 15.4 KB | ||
| 1. Natural Language Processing Theory.mp4 | 8.9 MB | ||
| 1. Natural Language Processing Theory.vtt | 6.3 KB | ||
| 1. Pandas Built-in Data Visualization.mp4 | 31.4 MB | ||
| 1. Pandas Built-in Data Visualization.vtt | 18.6 KB | ||
| 1. Principal Component Analysis.mp4 | 6.2 MB | ||
| 1. Principal Component Analysis.vtt | 4.4 KB | ||
| 1. Recommender Systems.mp4 | 7.9 MB | ||
| 1. Recommender Systems.vtt | 6.1 KB | ||
| 1. SF Salaries Exercise Overview.mp4 | 6.8 MB | ||
| 1. SF Salaries Exercise Overview.vtt | 3 KB | ||
| 1. SVM Theory.mp4 | 8.7 MB | ||
| 1. SVM Theory.vtt | 5.9 KB | ||
| 1. TensorFlow Installation.mp4 | 69.3 MB | ||
| 1. TensorFlow Installation.vtt | 34.3 KB | ||
| 1. Updates to Notebook Zip.html | 204.8 B | ||
| 1. Welcome to the Big Data Section!.mp4 | 5.2 MB | ||
| 1. Welcome to the Big Data Section!.vtt | 716.8 B | ||
| 1. Welcome to the Data Capstone Projects!.mp4 | 4 MB | ||
| 1. Welcome to the Data Capstone Projects!.vtt | 512 B | ||
| 1. Welcome to the Data Visualization Section!.mp4 | 5.2 MB | ||
| 1. Welcome to the Data Visualization Section!.vtt | 716.8 B | ||
| 1. Welcome to the Deep Learning Section!.mp4 | 4.9 MB | ||
| 1. Welcome to the Deep Learning Section!.vtt | 614.4 B | ||
| 1. Welcome to the Machine Learning Section!.mp4 | 7.2 MB | ||
| 1. Welcome to the Machine Learning Section!.vtt | 921.6 B | ||
| 1. Welcome to the NumPy Section!.mp4 | 2.5 MB | ||
| 1. Welcome to the NumPy Section!.vtt | 307.2 B | ||
| 1. Welcome to the Pandas Section!.mp4 | 3.3 MB | ||
| 1. Welcome to the Pandas Section!.vtt | 409.6 B | ||
| 1. Welcome to the Python Crash Course Section!.mp4 | 4 MB | ||
| 1. Welcome to the Python Crash Course Section!.vtt | 512 B | ||
| 1.1 Link to Seaborn Documentation (updated).html | 102.4 B | ||
| 10. Deep Learning Project - Solutions.mp4 | 94.6 MB | ||
| 10. Deep Learning Project - Solutions.vtt | 13.3 KB | ||
| 10. Lambda Expressions Review.mp4 | 9.3 MB | ||
| 10. Lambda Expressions Review.vtt | 7 KB | ||
| 10. Operations.mp4 | 24.1 MB | ||
| 10. Operations.vtt | 15.8 KB | ||
| 11. Data Input and Output.mp4 | 36.6 MB | ||
| 11. Data Input and Output.vtt | 18.7 KB | ||
| 11. Introduction to Spark and Python.mp4 | 15.7 MB | ||
| 11. Introduction to Spark and Python.vtt | 11 KB | ||
| 12. RDD Transformations and Actions.mp4 | 55.7 MB | ||
| 12. RDD Transformations and Actions.vtt | 28.9 KB | ||
| 2. 911 Calls Project Overview.mp4 | 8.6 MB | ||
| 2. 911 Calls Project Overview.vtt | 3.3 KB | ||
| 2. Big Data Overview.mp4 | 10 MB | ||
| 2. Big Data Overview.vtt | 7.1 KB | ||
| 2. Choropleth Maps - Part 1 - USA.mp4 | 46.2 MB | ||
| 2. Choropleth Maps - Part 1 - USA.vtt | 23.5 KB | ||
| 2. Course Help and Welcome.mp4 | 8.2 MB | ||
| 2. Course Help and Welcome.vtt | 1 KB | ||
| 2. Decision Trees and Random Forest with Python.mp4 | 40.1 MB | ||
| 2. Decision Trees and Random Forest with Python.vtt | 18 KB | ||
| 2. Distribution Plots.mp4 | 51.4 MB | ||
| 2. Distribution Plots.vtt | 25.4 KB | ||
| 2. Introduction to Matplotlib.mp4 | 12.6 MB | ||
| 2. Introduction to Matplotlib.vtt | 4.7 KB | ||
| 2. Introduction to Numpy.mp4 | 4.1 MB | ||
| 2. Introduction to Numpy.vtt | 3 KB | ||
| 2. Introduction to Pandas.mp4 | 3.2 MB | ||
| 2. Introduction to Pandas.vtt | 2.3 KB | ||
| 2. Introduction to Python Crash Course.mp4 | 2.7 MB | ||
| 2. Introduction to Python Crash Course.vtt | 2.1 KB | ||
| 2. Jupyter Notebooks.mp4 | 32 MB | ||
| 2. Jupyter Notebooks.vtt | 20.3 KB | ||
| 2. K Means with Python.mp4 | 29.9 MB | ||
| 2. K Means with Python.vtt | 15.5 KB | ||
| 2. KNN with Python.mp4 | 46 MB | ||
| 2. KNN with Python.vtt | 23.9 KB | ||
| 2. Link for ISLR.html | 409.6 B | ||
| 2. Logistic Regression with Python - Part 1.mp4 | 41.4 MB | ||
| 2. Logistic Regression with Python - Part 1.vtt | 23.4 KB | ||
| 2. MNIST with Multi-Layer Perceptron - Part 1.mp4 | 21.7 MB | ||
| 2. MNIST with Multi-Layer Perceptron - Part 1.vtt | 15.7 KB | ||
| 2. NLP with Python - Part 1.mp4 | 40.2 MB | ||
| 2. NLP with Python - Part 1.vtt | 19.8 KB | ||
| 2. Neural Network Theory.mp4 | 12.4 MB | ||
| 2. Neural Network Theory.vtt | 9 KB | ||
| 2. Note on SF Salary Exercise.html | 512 B | ||
| 2. PCA with Python.mp4 | 43.2 MB | ||
| 2. PCA with Python.vtt | 21.1 KB | ||
| 2. Pandas Data Visualization Exercise.mp4 | 5.2 MB | ||
| 2. Pandas Data Visualization Exercise.vtt | 2 KB | ||
| 2. Plotly and Cufflinks.mp4 | 51.2 MB | ||
| 2. Plotly and Cufflinks.vtt | 24.7 KB | ||
| 2. Recommender Systems with Python - Part 1.mp4 | 35.5 MB | ||
| 2. Recommender Systems with Python - Part 1.vtt | 17.4 KB | ||
| 2. Support Vector Machines with Python.mp4 | 47.4 MB | ||
| 2. Support Vector Machines with Python.vtt | 22.2 KB | ||
| 2. model_selection Updates for SciKit Learn 0.18.html | 819.2 B | ||
| 2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html | 102.4 B | ||
| 2.1 Py-DS-ML-Bootcamp-master.zip.zip | 52.5 MB | ||
| 2.2 Python DS Presentations.zip.zip | 2.8 MB | ||
| 3. 911 Calls Solutions - Part 1.mp4 | 39.8 MB | ||
| 3. 911 Calls Solutions - Part 1.vtt | 18.6 KB | ||
| 3. Categorical Plots.mp4 | 38.5 MB | ||
| 3. Categorical Plots.vtt | 23.2 KB | ||
| 3. Choropleth Maps - Part 2 - World.mp4 | 19.2 MB | ||
| 3. Choropleth Maps - Part 2 - World.vtt | 8 KB | ||
| 3. Course FAQs.html | 5.3 KB | ||
| 3. Decision Trees and Random Forest Project Overview.mp4 | 12 MB | ||
| 3. Decision Trees and Random Forest Project Overview.vtt | 4.5 KB | ||
| 3. Introduction to Machine Learning.mp4 | 28.9 MB | ||
| 3. Introduction to Machine Learning.vtt | 15.4 KB | ||
| 3. K Means Project Overview.mp4 | 9.2 MB | ||
| 3. K Means Project Overview.vtt | 4.3 KB | ||
| 3. KNN Project Overview.mp4 | 5 MB | ||
| 3. KNN Project Overview.vtt | 2 KB | ||
| 3. Linear Regression with Python - Part 1.mp4 | 43.3 MB | ||
| 3. Linear Regression with Python - Part 1.vtt | 23.3 KB | ||
| 3. Logistic Regression with Python - Part 2.mp4 | 34.2 MB | ||
| 3. Logistic Regression with Python - Part 2.vtt | 21.3 KB | ||
| 3. MNIST with Multi-Layer Perceptron - Part 2.mp4 | 36.5 MB | ||
| 3. MNIST with Multi-Layer Perceptron - Part 2.vtt | 20.4 KB | ||
| 3. Matplotlib Part 1.mp4 | 36.2 MB | ||
| 3. Matplotlib Part 1.vtt | 22.3 KB | ||
| 3. NLP with Python - Part 2.mp4 | 41.9 MB | ||
| 3. NLP with Python - Part 2.vtt | 22.6 KB | ||
| 3. Numpy Arrays.mp4 | 33.4 MB | ||
| 3. Numpy Arrays.vtt | 20.5 KB | ||
| 3. Optional Virtual Environments.mp4 | 18.9 MB | ||
| 3. Optional Virtual Environments.vtt | 13.8 KB | ||
| 3. Pandas Data Visualization Exercise- Solutions.mp4 | 28.6 MB | ||
| 3. Pandas Data Visualization Exercise- Solutions.vtt | 11.9 KB | ||
| 3. Python Crash Course - Part 1.mp4 | 35.8 MB | ||
| 3. Python Crash Course - Part 1.vtt | 24.3 KB | ||
| 3. Recommender Systems with Python - Part 2.mp4 | 34.4 MB | ||
| 3. Recommender Systems with Python - Part 2.vtt | 15.3 KB | ||
| 3. SF Salaries Solutions.mp4 | 42.7 MB | ||
| 3. SF Salaries Solutions.vtt | 18.4 KB | ||
| 3. SVM Project Overview.mp4 | 8.6 MB | ||
| 3. SVM Project Overview.vtt | 3.4 KB | ||
| 3. Series.mp4 | 20.3 MB | ||
| 3. Series.vtt | 13.9 KB | ||
| 3. Spark Overview.mp4 | 15.7 MB | ||
| 3. Spark Overview.vtt | 12.3 KB | ||
| 3. What is TensorFlow.mp4 | 25.1 MB | ||
| 3. What is TensorFlow.vtt | 7.9 KB | ||
| 3.1 Link for ISLR.html | 102.4 B | ||
| 3.1 Py_DS_ML_Bootcamp-master.zip.zip | 52.5 MB | ||
| 4. 911 Calls Solutions - Part 2.mp4 | 49.8 MB | ||
| 4. 911 Calls Solutions - Part 2.vtt | 23.6 KB | ||
| 4. Choropleth Exercises.mp4 | 11.2 MB | ||
| 4. Choropleth Exercises.vtt | 5.2 KB | ||
| 4. DataFrames - Part 1.mp4 | 39.8 MB | ||
| 4. DataFrames - Part 1.vtt | 19.1 KB | ||
| 4. Decision Trees and Random Forest Solutions Part 1.mp4 | 30.9 MB | ||
| 4. Decision Trees and Random Forest Solutions Part 1.vtt | 15.3 KB | ||
| 4. Ecommerce Purchases Exercise Overview.mp4 | 7.4 MB | ||
| 4. Ecommerce Purchases Exercise Overview.vtt | 3.4 KB | ||
| 4. Installing Tensorflow 1.10.mp4 | 7.3 MB | ||
| 4. Installing Tensorflow 1.10.vtt | 2.6 KB | ||
| 4. K Means Project Solutions.mp4 | 47.1 MB | ||
| 4. K Means Project Solutions.vtt | 20.3 KB | ||
| 4. KNN Project Solutions.mp4 | 52.7 MB | ||
| 4. KNN Project Solutions.vtt | 17.2 KB | ||
| 4. Linear Regression with Python - Part 2.mp4 | 16.1 MB | ||
| 4. Linear Regression with Python - Part 2.vtt | 9.1 KB | ||
| 4. Local Spark Set-Up.html | 1.6 KB | ||
| 4. Logistic Regression with Python - Part 3.mp4 | 16.9 MB | ||
| 4. Logistic Regression with Python - Part 3.vtt | 10.5 KB | ||
| 4. MNIST with Multi-Layer Perceptron - Part 3.mp4 | 44.3 MB | ||
| 4. MNIST with Multi-Layer Perceptron - Part 3.vtt | 23.3 KB | ||
| 4. Machine Learning with Python.mp4 | 16.8 MB | ||
| 4. Machine Learning with Python.vtt | 12.7 KB | ||
| 4. Matplotlib Part 2.mp4 | 31.6 MB | ||
| 4. Matplotlib Part 2.vtt | 19.2 KB | ||
| 4. Matrix Plots.mp4 | 22.4 MB | ||
| 4. Matrix Plots.vtt | 13.1 KB | ||
| 4. NLP with Python - Part 3.mp4 | 37.7 MB | ||
| 4. NLP with Python - Part 3.vtt | 21.5 KB | ||
| 4. Python Crash Course - Part 2.mp4 | 28.9 MB | ||
| 4. Python Crash Course - Part 2.vtt | 19.9 KB | ||
| 4. Quick Note on Array Indexing.html | 1 KB | ||
| 4. SVM Project Solutions.mp4 | 28.1 MB | ||
| 4. SVM Project Solutions.vtt | 11.8 KB | ||
| 5. AWS Account Set-Up.mp4 | 10.9 MB | ||
| 5. AWS Account Set-Up.vtt | 6.1 KB | ||
| 5. Bank Data.html | 409.6 B | ||
| 5. Choropleth Exercises - Solutions.mp4 | 27.6 MB | ||
| 5. Choropleth Exercises - Solutions.vtt | 12.4 KB | ||
| 5. DataFrames - Part 2.mp4 | 42 MB | ||
| 5. DataFrames - Part 2.vtt | 22.3 KB | ||
| 5. Decision Trees and Random Forest Solutions Part 2.mp4 | 26.6 MB | ||
| 5. Decision Trees and Random Forest Solutions Part 2.vtt | 10.9 KB | ||
| 5. Ecommerce Purchases Exercise Solutions.mp4 | 43.1 MB | ||
| 5. Ecommerce Purchases Exercise Solutions.vtt | 19 KB | ||
| 5. Grids.mp4 | 19.9 MB | ||
| 5. Grids.vtt | 11.4 KB | ||
| 5. Linear Regression Project Overview.mp4 | 10.8 MB | ||
| 5. Linear Regression Project Overview.vtt | 3.6 KB | ||
| 5. Logistic Regression Project Overview.mp4 | 5.3 MB | ||
| 5. Logistic Regression Project Overview.vtt | 2.4 KB | ||
| 5. Matplotlib Part 3.mp4 | 27.3 MB | ||
| 5. Matplotlib Part 3.vtt | 15.8 KB | ||
| 5. NLP Project Overview.mp4 | 6.7 MB | ||
| 5. NLP Project Overview.vtt | 3.2 KB | ||
| 5. Numpy Array Indexing.mp4 | 37.3 MB | ||
| 5. Numpy Array Indexing.vtt | 22.3 KB | ||
| 5. Python Crash Course - Part 3.mp4 | 31.8 MB | ||
| 5. Python Crash Course - Part 3.vtt | 20.7 KB | ||
| 5. TensorFlow Basics.mp4 | 31 MB | ||
| 5. TensorFlow Basics.vtt | 19.1 KB | ||
| 5. TensorFlow with ContribLearn.mp4 | 19.5 MB | ||
| 5. TensorFlow with ContribLearn.vtt | 11.6 KB | ||
| 5.1 Amazon Guide to Creating an AWS Account.html | 102.4 B | ||
| 5.1 Download all_banks pickle file from this link.html | 102.4 B | ||
| 6. DataFrames - Part 3.mp4 | 20.8 MB | ||
| 6. DataFrames - Part 3.vtt | 11.2 KB | ||
| 6. Finance Data Project Overview.mp4 | 12.2 MB | ||
| 6. Finance Data Project Overview.vtt | 4.9 KB | ||
| 6. Linear Regression Project Solution.mp4 | 45.4 MB | ||
| 6. Linear Regression Project Solution.vtt | 23.4 KB | ||
| 6. Logistic Regression Project Solutions.mp4 | 30.2 MB | ||
| 6. Logistic Regression Project Solutions.vtt | 13.2 KB | ||
| 6. MNIST - Part One.mp4 | 58.4 MB | ||
| 6. MNIST - Part One.vtt | 12.5 KB | ||
| 6. Matplotlib Exercises Overview.mp4 | 5.9 MB | ||
| 6. Matplotlib Exercises Overview.vtt | 2.4 KB | ||
| 6. NLP Project Solutions.mp4 | 48.1 MB | ||
| 6. NLP Project Solutions.vtt | 24 KB | ||
| 6. Numpy Operations.mp4 | 25.5 MB | ||
| 6. Numpy Operations.vtt | 9.7 KB | ||
| 6. Python Crash Course - Part 4.mp4 | 29.3 MB | ||
| 6. Python Crash Course - Part 4.vtt | 19 KB | ||
| 6. Quick Note on AWS Security.html | 409.6 B | ||
| 6. Regression Plots.mp4 | 15.5 MB | ||
| 6. Regression Plots.vtt | 9.3 KB | ||
| 6. Tensorflow Project Exercise Overview.mp4 | 7.3 MB | ||
| 6. Tensorflow Project Exercise Overview.vtt | 3.5 KB | ||
| 7. EC2 Instance Set-Up.mp4 | 63 MB | ||
| 7. EC2 Instance Set-Up.vtt | 22.9 KB | ||
| 7. Finance Project - Solutions Part 1.mp4 | 47.3 MB | ||
| 7. Finance Project - Solutions Part 1.vtt | 21.7 KB | ||
| 7. MNIST - Part Two.mp4 | 94.1 MB | ||
| 7. MNIST - Part Two.vtt | 19.1 KB | ||
| 7. Matplotlib Exercises - Solutions.mp4 | 27.7 MB | ||
| 7. Matplotlib Exercises - Solutions.vtt | 11.4 KB | ||
| 7. Missing Data.mp4 | 12.1 MB | ||
| 7. Missing Data.vtt | 7.8 KB | ||
| 7. Numpy Exercises Overview.mp4 | 9.8 MB | ||
| 7. Numpy Exercises Overview.vtt | 4.3 KB | ||
| 7. Python Crash Course Exercises - Overview.mp4 | 9.4 MB | ||
| 7. Python Crash Course Exercises - Overview.vtt | 5.3 KB | ||
| 7. Style and Color.mp4 | 19 MB | ||
| 7. Style and Color.vtt | 11 KB | ||
| 7. Tensorflow Project Exercise - Solutions.mp4 | 37.5 MB | ||
| 7. Tensorflow Project Exercise - Solutions.vtt | 18.2 KB | ||
| 7.1 Amazon Guide to Using PuTTY for Windows SSH.html | 102.4 B | ||
| 8. Finance Project - Solutions Part 2.mp4 | 45.7 MB | ||
| 8. Finance Project - Solutions Part 2.vtt | 22.7 KB | ||
| 8. Groupby.mp4 | 14.8 MB | ||
| 8. Groupby.vtt | 9 KB | ||
| 8. Numpy Exercises Solutions.mp4 | 38.3 MB | ||
| 8. Numpy Exercises Solutions.vtt | 21.1 KB | ||
| 8. Python Crash Course Exercises - Solutions.mp4 | 27.2 MB | ||
| 8. Python Crash Course Exercises - Solutions.vtt | 14.6 KB | ||
| 8. SSH with Mac or Linux.mp4 | 9.2 MB | ||
| 8. SSH with Mac or Linux.vtt | 7.1 KB | ||
| 8. Seaborn Exercise Overview.mp4 | 6.6 MB | ||
| 8. Seaborn Exercise Overview.vtt | 2.6 KB | ||
| 8. Tensorflow Estimators.mp4 | 156.6 MB | ||
| 8. Tensorflow Estimators.vtt | 27.2 KB | ||
| 8.1 Amazon Guide to SSH with Mac.html | 102.4 B | ||
| 9. Deep Learning Project.mp4 | 28.2 MB | ||
| 9. Deep Learning Project.vtt | 5.1 KB | ||
| 9. Finance Project - Solutions Part 3.mp4 | 16.6 MB | ||
| 9. Finance Project - Solutions Part 3.vtt | 8 KB | ||
| 9. Merging Joining and Concatenating.mp4 | 26.2 MB | ||
| 9. Merging Joining and Concatenating.vtt | 12.3 KB | ||
| 9. PySpark Setup.mp4 | 60.4 MB | ||
| 9. PySpark Setup.vtt | 32.2 KB | ||
| 9. Seaborn Exercise Solutions.mp4 | 20.1 MB | ||
| 9. Seaborn Exercise Solutions.vtt | 9.1 KB | ||
| 9.1 Step by Step Guide for PySpark Set-up.html | 204.8 B | ||
| [FreeCourseLab.com].url | 102.4 B | ||
| ▲ 300 total files | |||
Udemy - Python for Data Science and Machine Learning Bootcamp
This comprehensive course will be your guide to learning how to use the power of Python to analyze data
For more Udemy Courses: https://freecourselab.com
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Udemy - Data Structures and Algorithms and LeetCode - CPP and Python Posted by
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