FileMood

Download [FreeCoursesOnline.Me] [LYNDA] Applied Machine Learning Foundations [FCO]

FreeCoursesOnline Me LYNDA Applied Machine Learning Foundations FCO

Name

[FreeCoursesOnline.Me] [LYNDA] Applied Machine Learning Foundations [FCO]

  DOWNLOAD Copy Link

Trouble downloading? see How To

Total Size

399.5 MB

Total Files

43

Hash

FA6FA3238E15B9281AC82C9A493DB3A9A43FAFFE

/1.Introduction/

01.Leveraging machine learning.mp4

20.1 MB

02.What you should know.mp4

4.7 MB

03.What tools you need.mp4

1.7 MB

04.Using the exercise files.mp4

3.2 MB

/2.1. Machine Learning Basics/

05.What is machine learning.mp4

6.3 MB

06.What kind of problems can this help you solve.mp4

8.7 MB

07.Why Python.mp4

12.7 MB

08.Machine learning vs. Deep learning vs. Artificial intelligence.mp4

7.2 MB

09.Demos of machine learning in real life.mp4

11.1 MB

10.Common challenges.mp4

9.4 MB

/3.2. Exploratory Data Analysis and Data Cleaning/

11.Why do we need to explore and clean our data.mp4

5.4 MB

12.Exploring continuous features.mp4

25.4 MB

13.Plotting continuous features.mp4

18.7 MB

14.Continuous data cleaning.mp4

15.8 MB

15.Exploring categorical features.mp4

15.9 MB

16.Plotting categorical features.mp4

15.0 MB

17.Categorical data cleaning.mp4

11.6 MB

/4.3. Measuring Success/

18.Why do we split up our data.mp4

9.9 MB

19.Split data for train_validation_test set.mp4

13.6 MB

20.What is cross-validation.mp4

9.5 MB

21.Establish an evaluation framework.mp4

7.3 MB

/5.4. Optimizing a Model/

22.Bias_Variance tradeoff.mp4

8.5 MB

23.What is underfitting.mp4

4.2 MB

24.What is overfitting.mp4

4.8 MB

25.Finding the optimal tradeoff.mp4

5.7 MB

26.Hyperparameter tuning.mp4

10.1 MB

27.Regularization.mp4

4.6 MB

/6.5. End-to-End Pipeline/

28.Overview of the process.mp4

2.7 MB

29.Clean continuous features.mp4

14.5 MB

30.Clean categorical features.mp4

11.1 MB

31.Split data into train_validation_test set.mp4

10.2 MB

32.Fit a basic model using cross-validation.mp4

15.6 MB

33.Tune hyperparameters.mp4

19.0 MB

34.Evaluate results on validation set.mp4

19.4 MB

35.Final model selection and evaluation on test set.mp4

25.3 MB

/7.Conclusion/

36.Next steps.mp4

6.5 MB

/Exercise Files/

Ex_Files_Applied_Machine_Learning.zip

3.6 MB

/

Discuss.FTUForum.com.html

32.7 KB

FreeCoursesOnline.Me.html

110.9 KB

FTUForum.com.html

102.9 KB

How you can help Team-FTU.txt

0.2 KB

NulledPremium.com.url

0.2 KB

Torrent Downloaded From GloDls.to.txt

0.1 KB

 

Total files 43


Copyright © 2025 FileMood.com