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| [FreeCoursesOnline.Me].url |
133B |
| [FreeTutorials.Eu].url |
129B |
| [FTU Forum].url |
1.34KB |
| 1.1 Link to Seaborn Documentation (updated).html |
87B |
| 1. Bias Variance Trade-Off.mp4 |
11.60MB |
| 1. Bias Variance Trade-Off.vtt |
8.76KB |
| 1. Bonus Lecture Coupons.html |
3.20KB |
| 1. Environment Set-up and Installation.mp4 |
22.30MB |
| 1. Environment Set-up and Installation.vtt |
13.25KB |
| 1. Introduction to Geographical Plotting.mp4 |
1.94MB |
| 1. Introduction to Geographical Plotting.vtt |
1.25KB |
| 1. Introduction to Plotly and Cufflinks.mp4 |
12.51MB |
| 1. Introduction to Plotly and Cufflinks.vtt |
4.93KB |
| 1. Introduction to Seaborn.mp4 |
9.03MB |
| 1. Introduction to Seaborn.vtt |
4.07KB |
| 1. Introduction to the Course.mp4 |
29.04MB |
| 1. Introduction to the Course.vtt |
5.35KB |
| 1. Introduction to Tree Methods.mp4 |
12.06MB |
| 1. Introduction to Tree Methods.vtt |
8.92KB |
| 1. K Means Algorithm Theory.mp4 |
9.61MB |
| 1. K Means Algorithm Theory.vtt |
6.82KB |
| 1. KNN Theory.mp4 |
9.91MB |
| 1. KNN Theory.vtt |
7.23KB |
| 1. Linear Regression Theory.mp4 |
8.56MB |
| 1. Linear Regression Theory.vtt |
5.99KB |
| 1. Logistic Regression Theory.mp4 |
21.02MB |
| 1. Logistic Regression Theory.vtt |
15.45KB |
| 1. Natural Language Processing Theory.mp4 |
8.86MB |
| 1. Natural Language Processing Theory.vtt |
6.34KB |
| 1. Pandas Built-in Data Visualization.mp4 |
31.35MB |
| 1. Pandas Built-in Data Visualization.vtt |
18.59KB |
| 1. Principal Component Analysis.mp4 |
6.21MB |
| 1. Principal Component Analysis.vtt |
4.42KB |
| 1. Recommender Systems.mp4 |
7.88MB |
| 1. Recommender Systems.vtt |
6.11KB |
| 1. SF Salaries Exercise Overview.mp4 |
6.78MB |
| 1. SF Salaries Exercise Overview.vtt |
3.02KB |
| 1. SVM Theory.mp4 |
8.73MB |
| 1. SVM Theory.vtt |
5.95KB |
| 1. TensorFlow Installation.mp4 |
69.26MB |
| 1. TensorFlow Installation.vtt |
34.30KB |
| 1. Updates to Notebook Zip.html |
197B |
| 1. Welcome to the Big Data Section!.mp4 |
5.23MB |
| 1. Welcome to the Big Data Section!.vtt |
678B |
| 1. Welcome to the Data Capstone Projects!.mp4 |
3.98MB |
| 1. Welcome to the Data Capstone Projects!.vtt |
562B |
| 1. Welcome to the Data Visualization Section!.mp4 |
5.19MB |
| 1. Welcome to the Data Visualization Section!.vtt |
686B |
| 1. Welcome to the Deep Learning Section!.mp4 |
4.90MB |
| 1. Welcome to the Deep Learning Section!.vtt |
647B |
| 1. Welcome to the Machine Learning Section!.mp4 |
7.20MB |
| 1. Welcome to the Machine Learning Section!.vtt |
909B |
| 1. Welcome to the NumPy Section!.mp4 |
2.48MB |
| 1. Welcome to the NumPy Section!.vtt |
316B |
| 1. Welcome to the Pandas Section!.mp4 |
3.26MB |
| 1. Welcome to the Pandas Section!.vtt |
427B |
| 1. Welcome to the Python Crash Course Section!.mp4 |
3.95MB |
| 1. Welcome to the Python Crash Course Section!.vtt |
511B |
| 10. Deep Learning Project - Solutions.mp4 |
94.60MB |
| 10. Deep Learning Project - Solutions.vtt |
13.32KB |
| 10. Lambda Expressions Review.mp4 |
9.32MB |
| 10. Lambda Expressions Review.vtt |
7.04KB |
| 10. Operations.mp4 |
24.12MB |
| 10. Operations.vtt |
15.84KB |
| 11. Data Input and Output.mp4 |
36.63MB |
| 11. Data Input and Output.vtt |
18.75KB |
| 11. Introduction to Spark and Python.mp4 |
15.74MB |
| 11. Introduction to Spark and Python.vtt |
10.96KB |
| 12. RDD Transformations and Actions.mp4 |
55.68MB |
| 12. RDD Transformations and Actions.vtt |
28.85KB |
| 2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html |
123B |
| 2.1 Py-DS-ML-Bootcamp-master.zip.zip |
52.50MB |
| 2.2 Python DS Presentations.zip.zip |
2.79MB |
| 2. 911 Calls Project Overview.mp4 |
8.57MB |
| 2. 911 Calls Project Overview.vtt |
3.30KB |
| 2. Big Data Overview.mp4 |
9.96MB |
| 2. Big Data Overview.vtt |
7.06KB |
| 2. Choropleth Maps - Part 1 - USA.mp4 |
46.15MB |
| 2. Choropleth Maps - Part 1 - USA.vtt |
23.47KB |
| 2. Course Help and Welcome.mp4 |
8.25MB |
| 2. Course Help and Welcome.vtt |
1.05KB |
| 2. Decision Trees and Random Forest with Python.mp4 |
40.10MB |
| 2. Decision Trees and Random Forest with Python.vtt |
18.04KB |
| 2. Distribution Plots.mp4 |
51.40MB |
| 2. Distribution Plots.vtt |
25.44KB |
| 2. Introduction to Matplotlib.mp4 |
12.64MB |
| 2. Introduction to Matplotlib.vtt |
4.72KB |
| 2. Introduction to Numpy.mp4 |
4.15MB |
| 2. Introduction to Numpy.vtt |
2.99KB |
| 2. Introduction to Pandas.mp4 |
3.19MB |
| 2. Introduction to Pandas.vtt |
2.35KB |
| 2. Introduction to Python Crash Course.mp4 |
2.66MB |
| 2. Introduction to Python Crash Course.vtt |
2.08KB |
| 2. Jupyter Notebooks.mp4 |
31.98MB |
| 2. Jupyter Notebooks.vtt |
20.26KB |
| 2. K Means with Python.mp4 |
29.95MB |
| 2. K Means with Python.vtt |
15.55KB |
| 2. KNN with Python.mp4 |
45.96MB |
| 2. KNN with Python.vtt |
23.85KB |
| 2. Link for ISLR.html |
406B |
| 2. Logistic Regression with Python - Part 1.mp4 |
41.41MB |
| 2. Logistic Regression with Python - Part 1.vtt |
23.42KB |
| 2. MNIST with Multi-Layer Perceptron - Part 1.mp4 |
21.73MB |
| 2. MNIST with Multi-Layer Perceptron - Part 1.vtt |
15.70KB |
| 2. model_selection Updates for SciKit Learn 0.18.html |
845B |
| 2. Neural Network Theory.mp4 |
12.45MB |
| 2. Neural Network Theory.vtt |
9.04KB |
| 2. NLP with Python - Part 1.mp4 |
40.16MB |
| 2. NLP with Python - Part 1.vtt |
19.76KB |
| 2. Note on SF Salary Exercise.html |
559B |
| 2. Pandas Data Visualization Exercise.mp4 |
5.16MB |
| 2. Pandas Data Visualization Exercise.vtt |
2.04KB |
| 2. PCA with Python.mp4 |
43.24MB |
| 2. PCA with Python.vtt |
21.12KB |
| 2. Plotly and Cufflinks.mp4 |
51.15MB |
| 2. Plotly and Cufflinks.vtt |
24.69KB |
| 2. Recommender Systems with Python - Part 1.mp4 |
35.52MB |
| 2. Recommender Systems with Python - Part 1.vtt |
17.43KB |
| 2. Support Vector Machines with Python.mp4 |
47.45MB |
| 2. Support Vector Machines with Python.vtt |
22.20KB |
| 3.1 Link for ISLR.html |
123B |
| 3.1 Py_DS_ML_Bootcamp-master.zip.zip |
52.50MB |
| 3. 911 Calls Solutions - Part 1.mp4 |
39.79MB |
| 3. 911 Calls Solutions - Part 1.vtt |
18.58KB |
| 3. Categorical Plots.mp4 |
38.50MB |
| 3. Categorical Plots.vtt |
23.24KB |
| 3. Choropleth Maps - Part 2 - World.mp4 |
19.19MB |
| 3. Choropleth Maps - Part 2 - World.vtt |
7.98KB |
| 3. Course FAQs.html |
5.34KB |
| 3. Decision Trees and Random Forest Project Overview.mp4 |
11.96MB |
| 3. Decision Trees and Random Forest Project Overview.vtt |
4.50KB |
| 3. Introduction to Machine Learning.mp4 |
28.93MB |
| 3. Introduction to Machine Learning.vtt |
15.42KB |
| 3. K Means Project Overview.mp4 |
9.20MB |
| 3. K Means Project Overview.vtt |
4.32KB |
| 3. KNN Project Overview.mp4 |
4.98MB |
| 3. KNN Project Overview.vtt |
1.97KB |
| 3. Linear Regression with Python - Part 1.mp4 |
43.31MB |
| 3. Linear Regression with Python - Part 1.vtt |
23.32KB |
| 3. Logistic Regression with Python - Part 2.mp4 |
34.21MB |
| 3. Logistic Regression with Python - Part 2.vtt |
21.32KB |
| 3. Matplotlib Part 1.mp4 |
36.17MB |
| 3. Matplotlib Part 1.vtt |
22.33KB |
| 3. MNIST with Multi-Layer Perceptron - Part 2.mp4 |
36.52MB |
| 3. MNIST with Multi-Layer Perceptron - Part 2.vtt |
20.36KB |
| 3. NLP with Python - Part 2.mp4 |
41.92MB |
| 3. NLP with Python - Part 2.vtt |
22.59KB |
| 3. Numpy Arrays.mp4 |
33.44MB |
| 3. Numpy Arrays.vtt |
20.50KB |
| 3. Optional Virtual Environments.mp4 |
18.94MB |
| 3. Optional Virtual Environments.vtt |
13.78KB |
| 3. Pandas Data Visualization Exercise- Solutions.mp4 |
28.60MB |
| 3. Pandas Data Visualization Exercise- Solutions.vtt |
11.91KB |
| 3. Python Crash Course - Part 1.mp4 |
35.79MB |
| 3. Python Crash Course - Part 1.vtt |
24.27KB |
| 3. Recommender Systems with Python - Part 2.mp4 |
34.44MB |
| 3. Recommender Systems with Python - Part 2.vtt |
15.32KB |
| 3. Series.mp4 |
20.30MB |
| 3. Series.vtt |
13.91KB |
| 3. SF Salaries Solutions.mp4 |
42.69MB |
| 3. SF Salaries Solutions.vtt |
18.39KB |
| 3. Spark Overview.mp4 |
15.69MB |
| 3. Spark Overview.vtt |
12.28KB |
| 3. SVM Project Overview.mp4 |
8.59MB |
| 3. SVM Project Overview.vtt |
3.42KB |
| 3. What is TensorFlow.mp4 |
25.11MB |
| 3. What is TensorFlow.vtt |
7.91KB |
| 4. 911 Calls Solutions - Part 2.mp4 |
49.79MB |
| 4. 911 Calls Solutions - Part 2.vtt |
23.64KB |
| 4. Choropleth Exercises.mp4 |
11.15MB |
| 4. Choropleth Exercises.vtt |
5.17KB |
| 4. DataFrames - Part 1.mp4 |
39.77MB |
| 4. DataFrames - Part 1.vtt |
19.06KB |
| 4. Decision Trees and Random Forest Solutions Part 1.mp4 |
30.86MB |
| 4. Decision Trees and Random Forest Solutions Part 1.vtt |
15.26KB |
| 4. Ecommerce Purchases Exercise Overview.mp4 |
7.39MB |
| 4. Ecommerce Purchases Exercise Overview.vtt |
3.43KB |
| 4. Installing Tensorflow 1.10.mp4 |
7.27MB |
| 4. Installing Tensorflow 1.10.vtt |
2.59KB |
| 4. K Means Project Solutions.mp4 |
47.12MB |
| 4. K Means Project Solutions.vtt |
20.31KB |
| 4. KNN Project Solutions.mp4 |
52.66MB |
| 4. KNN Project Solutions.vtt |
17.23KB |
| 4. Linear Regression with Python - Part 2.mp4 |
16.05MB |
| 4. Linear Regression with Python - Part 2.vtt |
9.09KB |
| 4. Local Spark Set-Up.html |
1.62KB |
| 4. Logistic Regression with Python - Part 3.mp4 |
16.95MB |
| 4. Logistic Regression with Python - Part 3.vtt |
10.54KB |
| 4. Machine Learning with Python.mp4 |
16.79MB |
| 4. Machine Learning with Python.vtt |
12.74KB |
| 4. Matplotlib Part 2.mp4 |
31.56MB |
| 4. Matplotlib Part 2.vtt |
19.18KB |
| 4. Matrix Plots.mp4 |
22.36MB |
| 4. Matrix Plots.vtt |
13.08KB |
| 4. MNIST with Multi-Layer Perceptron - Part 3.mp4 |
44.34MB |
| 4. MNIST with Multi-Layer Perceptron - Part 3.vtt |
23.30KB |
| 4. NLP with Python - Part 3.mp4 |
37.66MB |
| 4. NLP with Python - Part 3.vtt |
21.49KB |
| 4. Python Crash Course - Part 2.mp4 |
28.87MB |
| 4. Python Crash Course - Part 2.vtt |
19.90KB |
| 4. Quick Note on Array Indexing.html |
1.03KB |
| 4. SVM Project Solutions.mp4 |
28.13MB |
| 4. SVM Project Solutions.vtt |
11.82KB |
| 5.1 Amazon Guide to Creating an AWS Account.html |
146B |
| 5.1 Download all_banks pickle file from this link.html |
117B |
| 5. AWS Account Set-Up.mp4 |
10.88MB |
| 5. AWS Account Set-Up.vtt |
6.14KB |
| 5. Bank Data.html |
363B |
| 5. Choropleth Exercises - Solutions.mp4 |
27.63MB |
| 5. Choropleth Exercises - Solutions.vtt |
12.38KB |
| 5. DataFrames - Part 2.mp4 |
42.03MB |
| 5. DataFrames - Part 2.vtt |
22.31KB |
| 5. Decision Trees and Random Forest Solutions Part 2.mp4 |
26.57MB |
| 5. Decision Trees and Random Forest Solutions Part 2.vtt |
10.88KB |
| 5. Ecommerce Purchases Exercise Solutions.mp4 |
43.07MB |
| 5. Ecommerce Purchases Exercise Solutions.vtt |
18.96KB |
| 5. Grids.mp4 |
19.88MB |
| 5. Grids.vtt |
11.40KB |
| 5. Linear Regression Project Overview.mp4 |
10.79MB |
| 5. Linear Regression Project Overview.vtt |
3.60KB |
| 5. Logistic Regression Project Overview.mp4 |
5.32MB |
| 5. Logistic Regression Project Overview.vtt |
2.35KB |
| 5. Matplotlib Part 3.mp4 |
27.28MB |
| 5. Matplotlib Part 3.vtt |
15.82KB |
| 5. NLP Project Overview.mp4 |
6.67MB |
| 5. NLP Project Overview.vtt |
3.24KB |
| 5. Numpy Array Indexing.mp4 |
37.30MB |
| 5. Numpy Array Indexing.vtt |
22.33KB |
| 5. Python Crash Course - Part 3.mp4 |
31.76MB |
| 5. Python Crash Course - Part 3.vtt |
20.71KB |
| 5. TensorFlow Basics.mp4 |
30.98MB |
| 5. TensorFlow Basics.vtt |
19.11KB |
| 5. TensorFlow with ContribLearn.mp4 |
19.54MB |
| 5. TensorFlow with ContribLearn.vtt |
11.57KB |
| 6. DataFrames - Part 3.mp4 |
20.85MB |
| 6. DataFrames - Part 3.vtt |
11.23KB |
| 6. Finance Data Project Overview.mp4 |
12.22MB |
| 6. Finance Data Project Overview.vtt |
4.88KB |
| 6. Linear Regression Project Solution.mp4 |
45.39MB |
| 6. Linear Regression Project Solution.vtt |
23.38KB |
| 6. Logistic Regression Project Solutions.mp4 |
30.20MB |
| 6. Logistic Regression Project Solutions.vtt |
13.18KB |
| 6. Matplotlib Exercises Overview.mp4 |
5.86MB |
| 6. Matplotlib Exercises Overview.vtt |
2.38KB |
| 6. MNIST - Part One.mp4 |
58.38MB |
| 6. MNIST - Part One.vtt |
12.49KB |
| 6. NLP Project Solutions.mp4 |
48.05MB |
| 6. NLP Project Solutions.vtt |
23.97KB |
| 6. Numpy Operations.mp4 |
25.46MB |
| 6. Numpy Operations.vtt |
9.74KB |
| 6. Python Crash Course - Part 4.mp4 |
29.26MB |
| 6. Python Crash Course - Part 4.vtt |
19.02KB |
| 6. Quick Note on AWS Security.html |
392B |
| 6. Regression Plots.mp4 |
15.46MB |
| 6. Regression Plots.vtt |
9.30KB |
| 6. Tensorflow Project Exercise Overview.mp4 |
7.31MB |
| 6. Tensorflow Project Exercise Overview.vtt |
3.48KB |
| 7.1 Amazon Guide to Using PuTTY for Windows SSH.html |
122B |
| 7. EC2 Instance Set-Up.mp4 |
62.98MB |
| 7. EC2 Instance Set-Up.vtt |
22.93KB |
| 7. Finance Project - Solutions Part 1.mp4 |
47.27MB |
| 7. Finance Project - Solutions Part 1.vtt |
21.74KB |
| 7. Matplotlib Exercises - Solutions.mp4 |
27.72MB |
| 7. Matplotlib Exercises - Solutions.vtt |
11.44KB |
| 7. Missing Data.mp4 |
12.14MB |
| 7. Missing Data.vtt |
7.80KB |
| 7. MNIST - Part Two.mp4 |
94.09MB |
| 7. MNIST - Part Two.vtt |
19.06KB |
| 7. Numpy Exercises Overview.mp4 |
9.76MB |
| 7. Numpy Exercises Overview.vtt |
4.28KB |
| 7. Python Crash Course Exercises - Overview.mp4 |
9.38MB |
| 7. Python Crash Course Exercises - Overview.vtt |
5.33KB |
| 7. Style and Color.mp4 |
18.99MB |
| 7. Style and Color.vtt |
10.96KB |
| 7. Tensorflow Project Exercise - Solutions.mp4 |
37.51MB |
| 7. Tensorflow Project Exercise - Solutions.vtt |
18.19KB |
| 8.1 Amazon Guide to SSH with Mac.html |
140B |
| 8. Finance Project - Solutions Part 2.mp4 |
45.72MB |
| 8. Finance Project - Solutions Part 2.vtt |
22.66KB |
| 8. Groupby.mp4 |
14.77MB |
| 8. Groupby.vtt |
9.02KB |
| 8. Numpy Exercises Solutions.mp4 |
38.28MB |
| 8. Numpy Exercises Solutions.vtt |
21.11KB |
| 8. Python Crash Course Exercises - Solutions.mp4 |
27.24MB |
| 8. Python Crash Course Exercises - Solutions.vtt |
14.61KB |
| 8. Seaborn Exercise Overview.mp4 |
6.64MB |
| 8. Seaborn Exercise Overview.vtt |
2.62KB |
| 8. SSH with Mac or Linux.mp4 |
9.15MB |
| 8. SSH with Mac or Linux.vtt |
7.10KB |
| 8. Tensorflow Estimators.mp4 |
156.64MB |
| 8. Tensorflow Estimators.vtt |
27.17KB |
| 9.1 Step by Step Guide for PySpark Set-up.html |
158B |
| 9. Deep Learning Project.mp4 |
28.16MB |
| 9. Deep Learning Project.vtt |
5.11KB |
| 9. Finance Project - Solutions Part 3.mp4 |
16.56MB |
| 9. Finance Project - Solutions Part 3.vtt |
7.96KB |
| 9. Merging Joining and Concatenating.mp4 |
26.16MB |
| 9. Merging Joining and Concatenating.vtt |
12.32KB |
| 9. PySpark Setup.mp4 |
60.40MB |
| 9. PySpark Setup.vtt |
32.23KB |
| 9. Seaborn Exercise Solutions.mp4 |
20.05MB |
| 9. Seaborn Exercise Solutions.vtt |
9.09KB |