kingers Posted April 27 Report Share Posted April 27 Download Free Download : Machine Learning, Data Science and Generative AI with Pythonmp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz Genre:eLearning | Language: English | Size:7.21 GBFiles Included :001 Introduction.mp4 (59.57 MB)MP4002 Udemy 101 Getting the Most From This Course.mp4 (17.4 MB)MP4005 [Activity] WINDOWS Installing and Using Anaconda & Course Materials.mp4 (101.97 MB)MP4006 [Activity] MAC Installing and Using Anaconda & Course Materials.mp4 (96.18 MB)MP4007 [Activity] LINUX Installing and Using Anaconda & Course Materials.mp4 (85.52 MB)MP4008 Python Basics, Part 1 [Optional].mp4 (26.9 MB)MP4009 [Activity] Python Basics, Part 2 [Optional].mp4 (20.62 MB)MP4010 [Activity] Python Basics, Part 3 [Optional].mp4 (5.14 MB)MP4011 [Activity] Python Basics, Part 4 [Optional].mp4 (8.19 MB)MP4012 Introducing the Pandas Library [Optional].mp4 (44.15 MB)MP4001 Types of Data (Numerical, Categorical, Ordinal).mp4 (73.1 MB)MP4002 Mean, Median, Mode.mp4 (15.96 MB)MP4003 [Activity] Using mean, median, and mode in Python.mp4 (44.5 MB)MP4004 [Activity] Variation and Standard Deviation.mp4 (103.39 MB)MP4005 Probability Density Function; Probability Mass Function.mp4 (6.92 MB)MP4006 Common Data Distributions (Normal, Binomial, Poisson, etc).mp4 (28.25 MB)MP4007 [Activity] Percentiles and Moments.mp4 (42.56 MB)MP4008 [Activity] A Crash Course in matplotlib.mp4 (78.7 MB)MP4009 [Activity] Advanced Visualization with Seaborn.mp4 (96.14 MB)MP4010 [Activity] Covariance and Correlation.mp4 (69.48 MB)MP4011 [Exercise] Conditional Probability.mp4 (93.95 MB)MP4012 Exercise Solution Conditional Probability of Purchase by Age.mp4 (15.01 MB)MP4013 Bayes' Theorem.mp4 (56.12 MB)MP4001 [Activity] Linear Regression.mp4 (92.96 MB)MP4002 [Activity] Polynomial Regression.mp4 (60.55 MB)MP4003 [Activity] Multiple Regression, and Predicting Car Prices.mp4 (94.14 MB)MP4004 Multi-Level Models.mp4 (27.22 MB)MP4001 Supervised vs Unsupervised Learning, and TrainTest.mp4 (56.68 MB)MP4002 [Activity] Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 (21.62 MB)MP4003 Bayesian Methods Concepts.mp4 (9.83 MB)MP4004 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 (81.39 MB)MP4005 K-Means Clustering.mp4 (26.02 MB)MP4006 [Activity] Clustering people based on income and age.mp4 (21.99 MB)MP4007 Measuring Entropy.mp4 (12.14 MB)MP4008 [Activity] WINDOWS Installing Graphviz.mp4 (949.28 KB)MP4009 [Activity] MAC Installing Graphviz.mp4 (9.07 MB)MP4010 [Activity] LINUX Installing Graphviz.mp4 (2.48 MB)MP4011 Decision Trees Concepts.mp4 (81.5 MB)MP4012 [Activity] Decision Trees Predicting Hiring Decisions.mp4 (57.79 MB)MP4013 Ensemble Learning.mp4 (36.96 MB)MP4014 [Activity] XGBoost.mp4 (79.28 MB)MP4015 Support Vector Machines (SVM) Overview.mp4 (16.35 MB)MP4016 [Activity] Using SVM to cluster people using scikit-learn.mp4 (38.49 MB)MP4001 User-Based Collaborative Filtering.mp4 (81.69 MB)MP4002 Item-Based Collaborative Filtering.mp4 (23.2 MB)MP4003 [Activity] Finding Movie Similarities using Cosine Similarity.mp4 (82.67 MB)MP4004 [Activity] Improving the Results of Movie Similarities.mp4 (56.06 MB)MP4005 [Activity] Making Movie Recommendations with Item-Based Collaborative Filtering.mp4 (124.11 MB)MP4006 [Exercise] Improve the recommender's results.mp4 (28 MB)MP4001 K-Nearest-Neighbors Concepts.mp4 (14.04 MB)MP4002 [Activity] Using KNN to predict a rating for a movie.mp4 (85.54 MB)MP4003 Dimensionality Reduction; Principal Component Analysis (PCA).mp4 (38.13 MB)MP4004 [Activity] PCA Example with the Iris data set.mp4 (65.77 MB)MP4005 Data Warehousing Overview ETL and ELT.mp4 (58.71 MB)MP4006 Reinforcement Learning.mp4 (125.18 MB)MP4007 [Activity] Reinforcement Learning & Q-Learning with Gym.mp4 (62.79 MB)MP4008 Understanding a Confusion Matrix.mp4 (7.38 MB)MP4009 Measuring Classifiers (Precision, Recall, F1, ROC, AUC).mp4 (11.67 MB)MP4001 BiasVariance Tradeoff.mp4 (23.63 MB)MP4002 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 (56.9 MB)MP4003 Data Cleaning and Normalization.mp4 (73.09 MB)MP4004 [Activity] Cleaning web log data.mp4 (31.01 MB)MP4005 Normalizing numerical data.mp4 (10.32 MB)MP4006 [Activity] Detecting outliers.mp4 (27.15 MB)MP4007 Feature Engineering and the Curse of Dimensionality.mp4 (14.56 MB)MP4008 Imputation Techniques for Missing Data.mp4 (18.2 MB)MP4009 Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.mp4 (17.43 MB)MP4010 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 (42.72 MB)MP4003 [Activity] Installing Spark.mp4 (141.36 MB)MP4004 Spark Introduction.mp4 (24.96 MB)MP4005 Spark and the Resilient Distributed Dataset (RDD).mp4 (22.3 MB)MP4006 Introducing MLLib.mp4 (14.65 MB)MP4007 Introduction to Decision Trees in Spark.mp4 (133.95 MB)MP4008 [Activity] K-Means Clustering in Spark.mp4 (116.14 MB)MP4009 TF IDF.mp4 (65.66 MB)MP4010 [Activity] Searching Wikipedia with Spark.mp4 (84.01 MB)MP4011 [Activity] Using the Spark DataFrame API for MLLib.mp4 (65.11 MB)MP4001 Deploying Models to Real-Time Systems.mp4 (17.22 MB)MP4002 AB Testing Concepts.mp4 (32.02 MB)MP4003 T-Tests and P-Values.mp4 (14.08 MB)MP4004 [Activity] Hands-on With T-Tests.mp4 (47.77 MB)MP4005 Determining How Long to Run an Experiment.mp4 (9.75 MB)MP4006 AB Test Gotchas.mp4 (91.73 MB)MP4001 Deep Learning Pre-Requisites.mp4 (70.4 MB)MP4002 The History of Artificial Neural Networks.mp4 (68.87 MB)MP4003 [Activity] Deep Learning in the Tensorflow Playground.mp4 (55.69 MB)MP4004 Deep Learning Details.mp4 (30.9 MB)MP4005 Introducing Tensorflow.mp4 (46.63 MB)MP4006 [Activity] Using Tensorflow, Part 1.mp4 (107.7 MB)MP4007 [Activity] Using Tensorflow, Part 2.mp4 (95.13 MB)MP4008 [Activity] Introducing Keras.mp4 (72.03 MB)MP4009 [Activity] Using Keras to Predict Political Affiliations.mp4 (88.85 MB)MP4010 Convolutional Neural Networks (CNN's).mp4 (58.73 MB)MP4011 [Activity] Using CNN's for handwriting recognition.mp4 (52.82 MB)MP4012 Recurrent Neural Networks (RNN's).mp4 (32.81 MB)MP4013 [Activity] Using a RNN for sentiment analysis.mp4 (73.55 MB)MP4014 [Activity] Transfer Learning.mp4 (111.05 MB)MP4015 Tuning Neural Networks Learning Rate and Batch Size Hyperparameters.mp4 (8.5 MB)MP4016 Deep Learning Regularization with Dropout and Early Stopping.mp4 (19.84 MB)MP4017 The Ethics of Deep Learning.mp4 (120.5 MB)MP4001 Variational Auto-Encoders (VAE's) - how they work.mp4 (42.88 MB)MP4002 Variational Auto-Encoders (VAE) - Hands-on with Fashion MNIST.mp4 (148.84 MB)MP4003 Generative Adversarial Networks (GAN's) - How they work.mp4 (15.24 MB)MP4004 Generative Adversarial Networks (GAN's) - Playing with some demos.mp4 (86.14 MB)MP4005 Generative Adversarial Networks (GAN's) - Hands-on with Fashion MNIST.mp4 (126.11 MB)MP4006 Learning More about Deep Learning.mp4 (20.21 MB)MP4001 The Transformer Architecture (encoders, decoders, and self-attention ).mp4 (44.2 MB)MP4002 Self-Attention, Masked Self-Attention, and Multi-Headed Self Attention in depth.mp4 (41.5 MB)MP4003 Applications of Transformers (GPT).mp4 (20.19 MB)MP4004 How GPT Works, Part 1 The GPT Transformer Architecture.mp4 (30.27 MB)MP4005 How GPT Works, Part 2 Tokenization, Positional Encoding, Embedding.mp4 (28.55 MB)MP4006 Fine Tuning Transfer Learning with Transformers.mp4 (11.52 MB)MP4007 [Activity] Tokenization with Google CoLab and HuggingFace.mp4 (78.96 MB)MP4008 [Activity] Positional Encoding.mp4 (15.97 MB)MP4009 [Activity] Masked, Multi-Headed Self Attention with BERT, BERTViz, and exBERT.mp4 (39.78 MB)MP4010 [Activity] Using small and large GPT models within Google CoLab and HuggingFace.mp4 (69.34 MB)MP4011 [Activity] Fine Tuning GPT with the IMDb dataset.mp4 (85.2 MB)MP4012 From GPT to ChatGPT Deep Reinforcement Learning, Proximal Policy Gradients.mp4 (51.12 MB)MP4013 From GPT to ChatGPT Reinforcement Learning from Human Feedback and Moderation.mp4 (37.75 MB)MP4001 [Activity] The OpenAI Chat Completions API.mp4 (70.44 MB)MP4002 [Activity] Using Tools and Functions in the OpenAI Chat Completion API.mp4 (61.23 MB)MP4003 [Activity] The Images (DALL-E) API in OpenAI.mp4 (29.59 MB)MP4004 [Activity] The Embeddings API in OpenAI Finding similarities between words.mp4 (32.93 MB)MP4005 The Legacy Fine-Tuning API for GPT Models in OpenAI.mp4 (29.42 MB)MP4006 [Demo] Fine-Tuning OpenAI's Davinci Model to simulate Data from Star Trek.mp4 (170.75 MB)MP4007 The New OpenAI Fine-Tuning API; Fine-Tuning GPT-3 5 to simulate Commander Data!.mp4 (318.98 MB)MP4008 [Activity] The OpenAI Moderation API.mp4 (17.15 MB)MP4009 [Activity] The OpenAI Audio API (speech to text).mp4 (28.72 MB)MP4001 Retrieval Augmented Generation (RAG) How it works, with some examples.mp4 (92.89 MB)MP4002 Demo Using Retrieval Augmented Generation (RAG) to simulate Data from Star Trek.mp4 (184.47 MB)MP4001 Your final project assignment Mammogram Classification.mp4 (51.6 MB)MP4002 Final project review.mp4 (64.49 MB)MP4001 More to Explore.mp4 (33.99 MB)MP4 https://fikper.com/roDZV9qfJV/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z01.htmlhttps://fikper.com/M4A2vliFsY/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z02.htmlhttps://fikper.com/gy8Qpkx4eu/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z03.htmlhttps://fikper.com/fwiZ24BqC5/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z04.htmlhttps://fikper.com/SUvKkUGZeP/Machine.Learning.Data.Science.and.Generative.AI.with.Python.zip.html https://rapidgator.net/file/9418fb4b391d1191bfc0e67c989ba2bf/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z01https://rapidgator.net/file/e22730b735a95f04f8b679e008570560/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z02https://rapidgator.net/file/39e8bd3f6106dcd1f932a067ad04a1e1/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z03https://rapidgator.net/file/9dcc58578b0e48a0de01044f4c4e3467/Machine.Learning.Data.Science.and.Generative.AI.with.Python.z04https://rapidgator.net/file/526ed5bc9eb3d37716d5557c160d1d88/Machine.Learning.Data.Science.and.Generative.AI.with.Python.zip Free search engine download: Machine Learning, Data Science and Generative AI with Python Link to comment Share on other sites More sharing options...
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