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- 【影视】 Coursera - Introduction to Machine Learning 2024-3
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04_recurrent-neural-networks-for-natural-language-processing/04_alternative-approaches/01_simple-and-effective-alternative-methods-for-neural-nlp.mp4 47.6 MB
04_recurrent-neural-networks-for-natural-language-processing/01_word-embeddings/03_example-of-word-embeddings.mp4 47.5 MB
06_introduction-to-reinforcement-learning/01_reinforcement-learning/03_example-of-reinforcement-learning-in-practice.mp4 46.2 MB
02_basics-of-model-learning/01_logistic-regression-as-running-example/01_how-do-we-define-learning.mp4 43.0 MB
04_recurrent-neural-networks-for-natural-language-processing/03_recurrent-neural-networks-and-long-short-term-memory/02_long-short-term-memory.mp4 40.2 MB
04_recurrent-neural-networks-for-natural-language-processing/02_representative-example-nlp-problem-sentiment-analysis/01_neural-model-of-text.mp4 39.1 MB
06_introduction-to-reinforcement-learning/02_q-learning/03_extensions-of-q-learning.mp4 35.1 MB
05_the-transformer-network-for-natural-language-processing/02_attention-mechanism/03_self-attention-and-positional-encodings.mp4 34.9 MB
06_introduction-to-reinforcement-learning/01_reinforcement-learning/02_reinforcement-learning-problem-setup.mp4 32.5 MB
06_introduction-to-reinforcement-learning/03_deep-q-learning/02_deep-q-learning-based-on-images.mp4 30.7 MB
02_basics-of-model-learning/02_learning-via-gradient-descent/02_how-do-we-handle-big-data.mp4 29.7 MB
05_the-transformer-network-for-natural-language-processing/04_the-transformer-network/02_the-complete-transformer-network.mp4 29.3 MB
01_simple-introduction-to-machine-learning/04_applications-in-the-real-world/02_applications-in-use-and-practice.mp4 28.8 MB
01_simple-introduction-to-machine-learning/02_multilayer-perceptron/11_early-history-of-neural-networks.mp4 28.7 MB
01_simple-introduction-to-machine-learning/04_applications-in-the-real-world/01_cnn-on-real-images.mp4 26.8 MB
02_basics-of-model-learning/01_logistic-regression-as-running-example/02_how-do-we-evaluate-our-networks.mp4 26.8 MB
05_the-transformer-network-for-natural-language-processing/03_sequence-to-sequence-encoder-and-decoder/02_coupling-the-sequence-encoder-and-decoder.mp4 26.0 MB
04_recurrent-neural-networks-for-natural-language-processing/03_recurrent-neural-networks-and-long-short-term-memory/03_long-short-term-memory-review.mp4 25.8 MB
01_simple-introduction-to-machine-learning/04_applications-in-the-real-world/03_deep-learning-and-transfer-learning.mp4 24.4 MB
06_introduction-to-reinforcement-learning/03_deep-q-learning/03_connecting-deep-q-learning-with-conventional-q-learning.mp4 23.2 MB
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03 - Exploratory Data Analysis/021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4 125.6 MB
03 - Exploratory Data Analysis/020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4 103.7 MB
05 - Modeling, Part 2 Amazon SageMaker/027 SageMaker Canvas.mp4 83.4 MB
01 - Introduction/002 Course Introduction What to Expect.mp4 82.0 MB
02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 78.9 MB
08 - ML Implementation and Operations/012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 76.5 MB
03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 76.5 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 76.3 MB
09 - Wrapping Up/003 Test-Taking Strategies, and What to Expect.mp4 75.6 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 60.8 MB
05 - Modeling, Part 2 Amazon SageMaker/019 Reinforcement Learning in SageMaker.mp4 56.3 MB
03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 55.9 MB
05 - Modeling, Part 2 Amazon SageMaker/001 Introducing Amazon SageMaker.mp4 53.8 MB
06 - Modeling, Part 3 High-Level ML Services/005 Amazon Rekognition.mp4 53.0 MB
08 - ML Implementation and Operations/002 SageMaker's Inner Details and Production Variants.mp4 53.0 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/004 Convolutional Neural Networks.mp4 51.7 MB
06 - Modeling, Part 3 High-Level ML Services/008 Amazon Personalize.mp4 46.9 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 44.5 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/001 Section Intro Modeling.mp4 42.3 MB
03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 42.2 MB
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- 【影视】 [FreeCourseSite.com] Udemy - Introduction to Machine Learning for Data Science
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10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 127.2 MB
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11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4 103.8 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.mp4 101.0 MB
9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.mp4 100.0 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 99.5 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 99.0 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..mp4 93.1 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 87.8 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.mp4 81.6 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 79.3 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4 77.0 MB
3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..mp4 76.0 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.mp4 70.7 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.mp4 64.6 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/4. Crash course in Python - Functions, Scope, Dictionaries and more!.mp4 59.8 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 58.9 MB
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- 【影视】 PervMom.20.10.25.Olive.Glass.Learning.With.Step.Mom.XXX.1080p.HEVC.x265.PRT
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Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1.2 Section 3. R Basic Statistics Dataset.zip.zip 39.0 MB
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