| 1. Bias Variance Trade-Off.mp4 | 11.6 MB | ||
| 1. Bias Variance Trade-Off.vtt | 8.8 KB | ||
| 1. Bonus Lecture.html | 512 B | ||
| 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. Note on SF Salary Exercise.html | 512 B | ||
| 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. Python Environment Setup.mp4 | 76.3 MB | ||
| 1. Python Environment Setup.vtt | 17.7 KB | ||
| 1. Recommender Systems.mp4 | 7.9 MB | ||
| 1. Recommender Systems.vtt | 6.1 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 | ||
| 1.1 Py-DS-ML-Bootcamp-master.zip.zip | 52.5 MB | ||
| 10. Deep Learning Project - Solutions.mp4 | 94.6 MB | ||
| 10. Deep Learning Project - Solutions.vtt | 13.2 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 | 8.3 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. 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. SF Salaries Exercise Overview.mp4 | 6.8 MB | ||
| 2. SF Salaries Exercise Overview.vtt | 3 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 | 3.5 MB | ||
| 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 | 33.5 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 | ||
| 3.1 Updated Link to Manage Environments with Conda.html | 102.4 B | ||
| 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 | 20.9 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 | 12.8 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 | 19.5 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 | 26.7 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 | 4.4 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 MB | ||
| 9. Seaborn Exercise Solutions.vtt | 9.1 KB | ||
| 9.1 Step by Step Guide for PySpark Set-up.html | 204.8 B | ||
| [CourseClub.Me].url | 0 B | ||
| [DesireCourse.Net].url | 0 B | ||
| ▲ 303 total files | |||
Python For Data Science And Machine Learning Bootcamp
Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!
For More Courses Visit: https://desirecourse.net
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