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[FreeCourseLab.com].url |
126B |
1.1 1. Guessing Game.zip.zip |
2.13KB |
1.1 5. Machine Learning in Python.zip.zip |
28.50MB |
1.1 Conditional Statements - Questions&Answers.zip.zip |
241.81KB |
1.1 Python Beg to Pro Jan2019.zip.zip |
44.17MB |
1.1 Topic 1 - Numpy.zip.zip |
7.13KB |
1. Comparison Operators - Concept.mp4 |
60.77MB |
1. Comparison Operators - Concept.vtt |
13.11KB |
1. Download Machine Learning Course Package.html |
120B |
1. Introduction and Welcome Message.mp4 |
79.00MB |
1. Introduction and Welcome Message.vtt |
4.64KB |
1. Numpy Basics - Part 1.mp4 |
219.68MB |
1. Numpy Basics - Part 1.vtt |
13.68KB |
1. Project #1 - Build a Guessing Game.mp4 |
187.62MB |
1. Project #1 - Build a Guessing Game.vtt |
12.73KB |
10.1 8. Analyzing Amazon Reviews.zip.zip |
2.98MB |
10. Case Study 1 - Model Testing and Evaluation.mp4 |
73.97MB |
10. Case Study 1 - Model Testing and Evaluation.vtt |
14.14KB |
10. Loops - range.mp4 |
48.48MB |
10. Loops - range.vtt |
13.87KB |
10. Math operations, precedence, variables assignment Exercises Solutions 2.mp4 |
104.71MB |
10. Math operations, precedence, variables assignment Exercises Solutions 2.vtt |
21.18KB |
10. Project #8 - Amazon Alexa Reviews Analysis - Part 1 - Project Overview.mp4 |
73.55MB |
10. Project #8 - Amazon Alexa Reviews Analysis - Part 1 - Project Overview.vtt |
10.03KB |
11. Case Study 2 - Business Case and Problem Statement.mp4 |
61.00MB |
11. Case Study 2 - Business Case and Problem Statement.vtt |
3.66KB |
11. Loops - Break and Continue.mp4 |
43.14MB |
11. Loops - Break and Continue.vtt |
10.92KB |
11. Print Operation.mp4 |
52.72MB |
11. Print Operation.vtt |
12.87KB |
11. Project #8 - Amazon Alexa Reviews Analysis - Part 2 - Importing data.mp4 |
68.56MB |
11. Project #8 - Amazon Alexa Reviews Analysis - Part 2 - Importing data.vtt |
12.67KB |
12. Case Study 2 - Problem in Machine Learning Vocabulary.mp4 |
79.04MB |
12. Case Study 2 - Problem in Machine Learning Vocabulary.vtt |
9.68KB |
12. Get User Input.mp4 |
66.44MB |
12. Get User Input.vtt |
15.51KB |
12. Loops - Nested Loops.mp4 |
57.21MB |
12. Loops - Nested Loops.vtt |
13.38KB |
12. Project #8 - Amazon Alexa Reviews Analysis - Part 3 - Data Visualization.mp4 |
93.98MB |
12. Project #8 - Amazon Alexa Reviews Analysis - Part 3 - Data Visualization.vtt |
16.45KB |
13.1 Print and Get User Input Questions&Answers.zip.zip |
168.11KB |
13. Case Study 2 - Data Visualization.mp4 |
140.47MB |
13. Case Study 2 - Data Visualization.vtt |
22.71KB |
13. Loops - List Comprehension.mp4 |
89.90MB |
13. Loops - List Comprehension.vtt |
20.86KB |
13. Print and Get User input Exercises Questions.mp4 |
42.32MB |
13. Print and Get User input Exercises Questions.vtt |
7.71KB |
13. Project #8 - Amazon Alexa Reviews Analysis - Part 4 - Word Cloud.mp4 |
80.08MB |
13. Project #8 - Amazon Alexa Reviews Analysis - Part 4 - Word Cloud.vtt |
12.34KB |
14. Case Study 2 - Model Training.mp4 |
70.91MB |
14. Case Study 2 - Model Training.vtt |
10.64KB |
14. Loops - While Loops.mp4 |
45.01MB |
14. Loops - While Loops.vtt |
11.83KB |
14. Print and Get User input Exercises Solutions Part 1.mp4 |
58.64MB |
14. Print and Get User input Exercises Solutions Part 1.vtt |
11.23KB |
14. Project #8 - Amazon Alexa Reviews Analysis - Part 5 - Feature Engineering.mp4 |
157.41MB |
14. Project #8 - Amazon Alexa Reviews Analysis - Part 5 - Feature Engineering.vtt |
26.30KB |
15.1 9. Develop a Daily Planner.zip.zip |
3.89KB |
15. Case Study 2 - Model Evaluation.mp4 |
91.41MB |
15. Case Study 2 - Model Evaluation.vtt |
14.01KB |
15. Loops - Exercises Questions Overview.mp4 |
87.65MB |
15. Loops - Exercises Questions Overview.vtt |
13.70KB |
15. Print and Get User input Exercises Solutions Part 2.mp4 |
80.29MB |
15. Print and Get User input Exercises Solutions Part 2.vtt |
15.14KB |
15. Project #9 - Build a Daily Planner - Part #1.mp4 |
71.17MB |
15. Project #9 - Build a Daily Planner - Part #1.vtt |
12.58KB |
16. Case Study 2 - Improving the Model.mp4 |
189.85MB |
16. Case Study 2 - Improving the Model.vtt |
189.85MB |
16. Loops - Exercises Solutions part #1.mp4 |
49.21MB |
16. Loops - Exercises Solutions part #1.vtt |
11.39KB |
16. Project #9 - Build a Daily Planner - Part #2.mp4 |
65.17MB |
16. Project #9 - Build a Daily Planner - Part #2.vtt |
10.43KB |
16. Strings Concept.mp4 |
58.12MB |
16. Strings Concept.vtt |
15.14KB |
17.1 Strings Questions&Answers.zip.zip |
4.69KB |
17. Case Study 2 - Conclusion.mp4 |
24.07MB |
17. Case Study 2 - Conclusion.vtt |
3.70KB |
17. Loops - Exercises Solutions part #2.mp4 |
91.32MB |
17. Loops - Exercises Solutions part #2.vtt |
14.68KB |
17. Project #9 - Build a Daily Planner - Part #3.mp4 |
90.17MB |
17. Project #9 - Build a Daily Planner - Part #3.vtt |
13.58KB |
17. Strings Exercises Questions.mp4 |
43.85MB |
17. Strings Exercises Questions.vtt |
7.97KB |
18.1 10. Predict Avocado Prices.zip.zip |
2.97MB |
18. Case Study 3 - Introduction.mp4 |
98.86MB |
18. Case Study 3 - Introduction.vtt |
12.40KB |
18. Loops - Exercises Solutions part #3.mp4 |
124.02MB |
18. Loops - Exercises Solutions part #3.vtt |
20.45KB |
18. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 1.mp4 |
76.65MB |
18. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 1.vtt |
11.63KB |
18. Strings Exercises Solutions Part 1.mp4 |
89.29MB |
18. Strings Exercises Solutions Part 1.vtt |
16.39KB |
19. Case Study 3 - Artificial Neural Networks Basics.mp4 |
85.71MB |
19. Case Study 3 - Artificial Neural Networks Basics.vtt |
8.96KB |
19. Loops - Exercises Solutions part #4.mp4 |
147.21MB |
19. Loops - Exercises Solutions part #4.vtt |
24.00KB |
19. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 2.mp4 |
107.27MB |
19. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 2.vtt |
18.27KB |
19. Strings Exercises Solutions Part 2.mp4 |
118.82MB |
19. Strings Exercises Solutions Part 2.vtt |
21.48KB |
2.1 2. Cartoon Effect.zip.zip |
792.31KB |
2. Environment Setup.html |
2.58KB |
2. Introduction to Artificial Intelligence and Machine Learning.mp4 |
94.24MB |
2. Introduction to Artificial Intelligence and Machine Learning.vtt |
14.72KB |
2. Logical Operators - Concept.mp4 |
58.92MB |
2. Logical Operators - Concept.vtt |
12.80KB |
2. Numpy Basics - Part 2.mp4 |
299.11MB |
2. Numpy Basics - Part 2.vtt |
18.85KB |
2. Project #2 - Draw Cartoon of Images Using OpenCV - Part A.mp4 |
142.73MB |
2. Project #2 - Draw Cartoon of Images Using OpenCV - Part A.vtt |
9.50KB |
20. Case Study 3 - Convolution Neural Network (CNN) Overview.mp4 |
33.35MB |
20. Case Study 3 - Convolution Neural Network (CNN) Overview.vtt |
6.57KB |
20. Lists Concept.mp4 |
72.39MB |
20. Lists Concept.vtt |
21.28KB |
20. Loops - Exercises Solutions part #5.mp4 |
113.75MB |
20. Loops - Exercises Solutions part #5.vtt |
15.69KB |
20. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 3.mp4 |
76.22MB |
20. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 3.vtt |
76.24MB |
21.1 Functions - Questions&Answers.zip.zip |
203.97KB |
21.1 Lists Questions&Answers.zip.zip |
3.31KB |
21. Case study 3 - Convolution Operation in Action!.mp4 |
107.96MB |
21. Case study 3 - Convolution Operation in Action!.vtt |
16.51KB |
21. Functions - Concept.mp4 |
85.81MB |
21. Functions - Concept.vtt |
20.02KB |
21. Lists Exercises Questions.mp4 |
32.20MB |
21. Lists Exercises Questions.vtt |
6.21KB |
21. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 4.mp4 |
41.50MB |
21. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 4.vtt |
7.09KB |
22. Case Study 3 - Rectified Linear Units (RELU).mp4 |
41.05MB |
22. Case Study 3 - Rectified Linear Units (RELU).vtt |
7.62KB |
22. Functions - Built in functions.mp4 |
72.35MB |
22. Functions - Built in functions.vtt |
13.61KB |
22. Lists Exercises Solutions Part 1.mp4 |
64.18MB |
22. Lists Exercises Solutions Part 1.vtt |
12.53KB |
22. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 5.mp4 |
50.72MB |
22. Project #10 - Predict Future Avocado Prices Using Facebook Prophet - Part 5.vtt |
7.76KB |
23.1 11. Manipulate PDF Files.zip.zip |
1.99MB |
23. Case Study 3 - Max Pooling and Down-sampling.mp4 |
149.62MB |
23. Case Study 3 - Max Pooling and Down-sampling.vtt |
17.55KB |
23. Functions - lambda Expressions.mp4 |
37.97MB |
23. Functions - lambda Expressions.vtt |
8.88KB |
23. Lists Exercises Solutions Part 2.mp4 |
43.00MB |
23. Lists Exercises Solutions Part 2.vtt |
8.90KB |
23. Project #11 - Manipulate PDF Files - Part 1.mp4 |
124.64MB |
23. Project #11 - Manipulate PDF Files - Part 1.vtt |
21.07KB |
24. Case Study 3 - Regularization and Dropouts.mp4 |
36.87MB |
24. Case Study 3 - Regularization and Dropouts.vtt |
5.20KB |
24. Dictionaries and Booleans Concept.mp4 |
72.11MB |
24. Dictionaries and Booleans Concept.vtt |
17.32KB |
24. Functions - Map.mp4 |
49.57MB |
24. Functions - Map.vtt |
11.06KB |
24. Project #11 - Manipulate PDF Files - Part 2.mp4 |
70.22MB |
24. Project #11 - Manipulate PDF Files - Part 2.vtt |
11.97KB |
25.1 Dictionaries and Booleans Questions&Answers.zip.zip |
4.14KB |
25. Case Study 3 - Coding Part 1 - Problem Statement and Data Import.mp4 |
78.82MB |
25. Case Study 3 - Coding Part 1 - Problem Statement and Data Import.vtt |
12.14KB |
25. Dictionaries and Booleans Exercises Questions.mp4 |
38.02MB |
25. Dictionaries and Booleans Exercises Questions.vtt |
5.78KB |
25. Functions - Filter.mp4 |
33.74MB |
25. Functions - Filter.vtt |
7.00KB |
25. Project #11 - Manipulate PDF Files - Part 3.mp4 |
57.93MB |
25. Project #11 - Manipulate PDF Files - Part 3.vtt |
10.80KB |
26. Case Study 3 - Data Visualization.mp4 |
93.18MB |
26. Case Study 3 - Data Visualization.vtt |
14.83KB |
26. Dictionaries and Booleans Exercises Solutions Part 1.mp4 |
75.15MB |
26. Dictionaries and Booleans Exercises Solutions Part 1.vtt |
14.33KB |
26. Functions - Exercises Questions Overview.mp4 |
60.41MB |
26. Functions - Exercises Questions Overview.vtt |
8.83KB |
26. Project #11 - Manipulate PDF Files - Part 4.mp4 |
63.33MB |
26. Project #11 - Manipulate PDF Files - Part 4.vtt |
11.24KB |
27. Case Study 3 - CNN Model Building.mp4 |
82.94MB |
27. Case Study 3 - CNN Model Building.vtt |
16.67KB |
27. Dictionaries and Booleans Exercises Solutions Part 2.mp4 |
105.12MB |
27. Dictionaries and Booleans Exercises Solutions Part 2.vtt |
17.07KB |
27. Functions - Exercises Solutions Part #1.mp4 |
104.71MB |
27. Functions - Exercises Solutions Part #1.vtt |
17.43KB |
27. Project #11 - Manipulate PDF Files - Part 5.mp4 |
90.20MB |
27. Project #11 - Manipulate PDF Files - Part 5.vtt |
14.03KB |
28.1 12. Detect Faces and Eyes.zip.zip |
858.44KB |
28. Case Study 3 - CNN Model Training.mp4 |
53.56MB |
28. Case Study 3 - CNN Model Training.vtt |
9.43KB |
28. Dictionaries and Booleans Exercises Solutions Part 3.mp4 |
50.86MB |
28. Dictionaries and Booleans Exercises Solutions Part 3.vtt |
10.00KB |
28. Functions - Exercises Solutions Part #2.mp4 |
88.57MB |
28. Functions - Exercises Solutions Part #2.vtt |
14.01KB |
28. Project #12 - Detect Faces and Eyes in Images! Part 1.mp4 |
98.26MB |
28. Project #12 - Detect Faces and Eyes in Images! Part 1.vtt |
17.77KB |
29. Case Study 3 - CNN Model Evaluation Part 1.mp4 |
105.92MB |
29. Case Study 3 - CNN Model Evaluation Part 1.vtt |
15.74KB |
29. Functions - Exercises Solutions Part #3.mp4 |
111.47MB |
29. Functions - Exercises Solutions Part #3.vtt |
15.28KB |
29. Project #12 - Detect Faces and Eyes in Images! Part 2.mp4 |
198.51MB |
29. Project #12 - Detect Faces and Eyes in Images! Part 2.vtt |
28.29KB |
29. Tuples and Sets Concept.mp4 |
48.23MB |
29. Tuples and Sets Concept.vtt |
11.48KB |
3.1 Topic 2 - Pandas.zip.zip |
49.77KB |
3. Conditional Statements - Concept.mp4 |
94.25MB |
3. Conditional Statements - Concept.vtt |
18.61KB |
3. Pandas - Part 1.mp4 |
247.51MB |
3. Pandas - Part 1.vtt |
15.56KB |
3. Project #2 - Draw Cartoon of Images Using OpenCV - Part B.mp4 |
308.51MB |
3. Project #2 - Draw Cartoon of Images Using OpenCV - Part B.vtt |
19.88KB |
3. Supervised, Unsupervised, and Reinforcement Learning.mp4 |
67.99MB |
3. Supervised, Unsupervised, and Reinforcement Learning.vtt |
11.78KB |
3. Updates on Udemy Reviews.mp4 |
44.16MB |
3. Updates on Udemy Reviews.vtt |
2.93KB |
30.1 Tuples and Sets Questions&Answers.zip.zip |
4.62KB |
30. Case Study 3 - CNN Model Evaluation Part 2.mp4 |
37.51MB |
30. Case Study 3 - CNN Model Evaluation Part 2.vtt |
7.45KB |
30. Functions - Exercises Solutions Part #4.mp4 |
82.30MB |
30. Functions - Exercises Solutions Part #4.vtt |
13.00KB |
30. Project #12 - Detect Faces and Eyes in Images! Part 3.mp4 |
130.27MB |
30. Project #12 - Detect Faces and Eyes in Images! Part 3.vtt |
17.82KB |
30. Tuples and Sets Exercises Questions.mp4 |
27.16MB |
30. Tuples and Sets Exercises Questions.vtt |
4.90KB |
31.1 Files - Questions&Answers.zip.zip |
1.03MB |
31. Files - Concept Part 1.mp4 |
49.67MB |
31. Files - Concept Part 1.vtt |
9.74KB |
31. Project #12 - Detect Faces and Eyes in Images! Part 4.mp4 |
110.99MB |
31. Project #12 - Detect Faces and Eyes in Images! Part 4.vtt |
17.26KB |
31. Tuples and Sets Exercises Solutions.mp4 |
107.35MB |
31. Tuples and Sets Exercises Solutions.vtt |
20.36KB |
32. Files - Concept Part 2.mp4 |
36.65MB |
32. Files - Concept Part 2.vtt |
7.53KB |
32. Project #13 - Perform Data Encryption and Decryption.html |
18B |
33. Files - Concept Part 3.mp4 |
58.66MB |
33. Files - Concept Part 3.vtt |
10.65KB |
33. Project #14 - Create an Interactive Maps of your Hometown.html |
18B |
34. Files - Exercises Questions Overview.mp4 |
57.91MB |
34. Files - Exercises Questions Overview.vtt |
7.81KB |
34. Project #15 - View Stocks Financial Data.html |
18B |
35. Files - Exercises Solutions Part #1.mp4 |
92.24MB |
35. Files - Exercises Solutions Part #1.vtt |
14.17KB |
35. Project #16 - Automate Sending and Receiving e-mails in Python.html |
18B |
36. Files - Exercises Solutions Part #2.mp4 |
105.92MB |
36. Files - Exercises Solutions Part #2.vtt |
15.19KB |
36. Project #17 - Face Detection and Count the number of Yawns in a WebCam.html |
18B |
37. Files - Exercises Solutions Part #3.mp4 |
81.42MB |
37. Files - Exercises Solutions Part #3.vtt |
10.39KB |
37. Project #18 - Build your own Database Application.html |
18B |
38. Project #19 - Build your Own Website Using Python.html |
18B |
39. Project #20 - Send a Query and Retrieve Information from Website Using JSONAPI.html |
18B |
4.1 3. Fortune Teller Game.zip.zip |
2.73KB |
4. Conditional Statements, logical and Comparison Operators - Exercises Overview.mp4 |
55.21MB |
4. Conditional Statements, logical and Comparison Operators - Exercises Overview.vtt |
8.61KB |
4. Deep Learning and Big Picture.mp4 |
67.09MB |
4. Deep Learning and Big Picture.vtt |
9.41KB |
4. Environment Setup.mp4 |
112.11MB |
4. Environment Setup.vtt |
11.43KB |
4. Pandas - Part 2.mp4 |
237.26MB |
4. Pandas - Part 2.vtt |
15.04KB |
4. Project #3 - Build a Fortune Teller Game.mp4 |
203.42MB |
4. Project #3 - Build a Fortune Teller Game.vtt |
203.43MB |
5.1 4. Detect lane lines in camera images.zip.zip |
810.33KB |
5.1 Topic 3 - Matplotlib.zip.zip |
1.11MB |
5. Basic Mathematical Operations.mp4 |
63.89MB |
5. Basic Mathematical Operations.vtt |
17.35KB |
5. Case Study 1 - Introduction to Linear Regression.mp4 |
65.28MB |
5. Case Study 1 - Introduction to Linear Regression.vtt |
12.17KB |
5. Conditional Statements, logical and Comparison Operators - Exercises Solutions#1.mp4 |
41.36MB |
5. Conditional Statements, logical and Comparison Operators - Exercises Solutions#1.vtt |
6.50KB |
5. Matplotlib - Part 1.mp4 |
179.76MB |
5. Matplotlib - Part 1.vtt |
11.02KB |
5. Project #4 - Detect Lane Lines for Self-driving Cars - Part A.mp4 |
135.00MB |
5. Project #4 - Detect Lane Lines for Self-driving Cars - Part A.vtt |
8.88KB |
6. Case Study 1 - Least Sum of Squares.mp4 |
72.86MB |
6. Case Study 1 - Least Sum of Squares.vtt |
13.30KB |
6. Conditional Statements, logical and Comparison Operators - Exercises Solutions#2.mp4 |
91.89MB |
6. Conditional Statements, logical and Comparison Operators - Exercises Solutions#2.vtt |
14.48KB |
6. Matplotlib - Part 2.mp4 |
383.80MB |
6. Matplotlib - Part 2.vtt |
24.56KB |
6. Precedence - order of operation.mp4 |
27.28MB |
6. Precedence - order of operation.vtt |
7.60KB |
6. Project #4 - Detect Lane Lines for Self-driving Cars - Part B.mp4 |
307.52MB |
6. Project #4 - Detect Lane Lines for Self-driving Cars - Part B.vtt |
19.86KB |
7.1 5. Get your Zodiac Sign.zip.zip |
114.88KB |
7. Case Study 1 - Problem Statement and Data Importing.mp4 |
73.24MB |
7. Case Study 1 - Problem Statement and Data Importing.vtt |
13.02KB |
7. Conditional Statements, logical and Comparison Operators - Exercises Solutions#3.mp4 |
58.36MB |
7. Conditional Statements, logical and Comparison Operators - Exercises Solutions#3.vtt |
9.12KB |
7. Matplotlib - Part 3.mp4 |
275.23MB |
7. Matplotlib - Part 3.vtt |
17.58KB |
7. Project #5 - Build your Zodiac Sign Application.mp4 |
151.03MB |
7. Project #5 - Build your Zodiac Sign Application.vtt |
9.11KB |
7. Variable Assignment.mp4 |
47.24MB |
7. Variable Assignment.vtt |
11.74KB |
8.1 6. Tic Tac Toe Game.zip.zip |
2.86KB |
8.1 Loops - Questions&Answers.zip.zip |
43.96KB |
8.1 Topic 4 - Seaborn.zip.zip |
1.51MB |
8.1 Variables, Precedence, math operations Question&Answers.zip.zip |
482.24KB |
8. Case Study 1 - Data Visualization and Data Splitting.mp4 |
94.88MB |
8. Case Study 1 - Data Visualization and Data Splitting.vtt |
94.89MB |
8. Loops - For Loops Concept.mp4 |
93.82MB |
8. Loops - For Loops Concept.vtt |
23.91KB |
8. Math operations, precedence, variables assignment Exercises Questions.mp4 |
65.11MB |
8. Math operations, precedence, variables assignment Exercises Questions.vtt |
13.27KB |
8. Project #6 - Build a Tic-Tac-Toe Game.mp4 |
312.96MB |
8. Project #6 - Build a Tic-Tac-Toe Game.vtt |
19.43KB |
8. Seaborn.mp4 |
266.69MB |
8. Seaborn.vtt |
17.74KB |
9.1 7. Create a sketch of you Using webcam.zip.zip |
71.75KB |
9. Case Study 1 - Model Training.mp4 |
53.07MB |
9. Case Study 1 - Model Training.vtt |
53.08MB |
9. Loops - enumerate.mp4 |
36.79MB |
9. Loops - enumerate.vtt |
7.88KB |
9. Math operations, precedence, variables assignment Exercises Solutions 1.mp4 |
76.53MB |
9. Math operations, precedence, variables assignment Exercises Solutions 1.vtt |
16.53KB |
9. Project #7 - Draw a Sketch of your Face Using the WebCam.mp4 |
195.80MB |
9. Project #7 - Draw a Sketch of your Face Using the WebCam.vtt |
12.88KB |