All across the world, businesses are turning to machine learning to solve highly complex problems. As a result, knowing how to build ML models has become a sought-after technical skill. In this course, instructor Akintunde Oluwatobiloba Oladipo shows you how to build production-ready machine learning models quickly and easily, without making errors, using automation to optimize your workflows.
Learn the essentials of how and why machine learning has become such an indispensable tool for leaders and teams. Find out more about how to use AutoML tools to meet business-critical objectives and boost your productivity. Akintunde pulls examples for working with tabular, image, and text data sets. Test out your new skills along the way with hands-on practice challenges at the end of each section. By the end of this course, you’ll be prepared to set bigger and bolder business objectives, using AutoML modeling tools as your analytic guide.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Apply machine learning to problems.mp4
5.6 MB
~Get Your Files Here !/01 - Introduction/01 - Apply machine learning to problems.srt
1.5 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know before you start.mp4
1.7 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know before you start.srt
1.7 KB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/01 - Collecting, understanding, and preparing data.mp4
15.2 MB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/01 - Collecting, understanding, and preparing data.srt
7.6 KB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/02 - Choosing the right model for your data.mp4
13.6 MB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/02 - Choosing the right model for your data.srt
7 KB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/03 - Optimizing parameters and evaluating trained models.mp4
16.3 MB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/03 - Optimizing parameters and evaluating trained models.srt
8.4 KB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/04 - Making predictions about new data.mp4
8.7 MB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/04 - Making predictions about new data.srt
4.2 KB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/05 - AutoML tools Why use them.mp4
4.8 MB
~Get Your Files Here !/02 - 1. Building Machine Learning Models/05 - AutoML tools Why use them.srt
3.6 KB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/01 - Introducing AutoGluon.mp4
11.4 MB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/01 - Introducing AutoGluon.srt
5.5 KB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/02 - Training your first AutoGluon model.mp4
19.9 MB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/02 - Training your first AutoGluon model.srt
9.1 KB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/03 - Improving your AutoGluon model.mp4
24.2 MB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/03 - Improving your AutoGluon model.srt
12.5 KB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/04 - Challenge Flight delay prediction.mp4
4.1 MB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/04 - Challenge Flight delay prediction.srt
1.7 KB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/05 - Solution Flight delay prediction.mp4
18.8 MB
~Get Your Files Here !/03 - 2. AutoML for Tabular Data/05 - Solution Flight delay prediction.srt
6.8 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/01 - Computer vision How do you handle image data.mp4
8.9 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/01 - Computer vision How do you handle image data.srt
7.4 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/02 - Introducing Azure Custom Vision.mp4
11 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/02 - Introducing Azure Custom Vision.srt
8.1 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/03 - Uploading and labeling images.mp4
14 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/03 - Uploading and labeling images.srt
6.4 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/04 - Training and validating your model.mp4
13.9 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/04 - Training and validating your model.srt
10.5 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/05 - Using your model.mp4
13.3 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/05 - Using your model.srt
7 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/06 - Working with code Tradeoffs.mp4
12 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/06 - Working with code Tradeoffs.srt
5.4 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/07 - Challenge Multi-class classification.mp4
1.8 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/07 - Challenge Multi-class classification.srt
1.3 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/08 - Solution Multi-class classification.mp4
12.7 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/08 - Solution Multi-class classification.srt
7.4 KB
~Get Your Files Here !/04 - 3. AutoML for Image Data/09 - Cleaning up your resources.mp4
6.8 MB
~Get Your Files Here !/04 - 3. AutoML for Image Data/09 - Cleaning up your resources.srt
4.6 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/01 - NLP How do you handle text data.mp4
3.2 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/01 - NLP How do you handle text data.srt
3.6 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/02 - Introducing HugginFace AutoTrain.mp4
18.9 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/02 - Introducing HugginFace AutoTrain.srt
6.5 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/03 - Formatting and uploading your data for your task.mp4
8 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/03 - Formatting and uploading your data for your task.srt
4.8 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/04 - Training your AutoNLP model and making predictions.mp4
22.6 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/04 - Training your AutoNLP model and making predictions.srt
12.9 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/05 - Challenge Multi-class text classification.mp4
2.6 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/05 - Challenge Multi-class text classification.srt
1.6 KB
~Get Your Files Here !/05 - 4. AutoML for Text Data/06 - Solution Multi-class text classification.mp4
12 MB
~Get Your Files Here !/05 - 4. AutoML for Text Data/06 - Solution Multi-class text classification.srt
6.8 KB
~Get Your Files Here !/06 - Conclusion/01 - Other AutoML tools Retraining AutoML models automatically.mp4
2.4 MB
~Get Your Files Here !/06 - Conclusion/01 - Other AutoML tools Retraining AutoML models automatically.srt
2.9 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_01b.ipynb
20.1 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_01e.ipynb
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70.4 KB
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_03b.ipynb
72.9 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_03e.ipynb
133.8 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_04b1.ipynb
134.2 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_04b2.ipynb
1.9 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_04e1.ipynb
134.5 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/01_04e2.ipynb
2.4 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/data/README.md
171 B
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/data/SampleSubmission.csv
28.2 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/data/test_data.csv
140.9 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/data/train_data.csv
344.6 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/01-machine-learning-recap/data/VariableDescription.csv
959 B
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_01b.ipynb
1.3 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_01e.ipynb
31.9 KB
~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_02b.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_02e.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_03b.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_03e.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_04.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/02_05.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/data/README.md
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/data/SampleSubmission.csv
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/data/Test.csv
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/02-automl-for-tabular-data/data/Train.csv
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/03-automl-for-image-data/03_05.ipynb
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/03-automl-for-image-data/03_06.py
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/03-automl-for-image-data/data/AFRIFASHION1600/train/agbada/Agbada_10.png
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~Get Your Files Here !/Ex_Files_AutoML_Build_Production_Ready_Models_Quickly/Exercise Files/03-automl-for-image-data/data/AFRIFASHION1600/train/agbada/Agbada_102.png
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