Linkedin Learning Data Science Foundations- Fundamentals BOOKWARE-SCHOLASTiC

Files Included :

1 The importance of interpretability.mp4 (10.11 MB)
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2 Interpretable methods.mp4 (20.13 MB)
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3 Actionable insights.mp4 (8.82 MB)
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1 Sampling and probability.mp4 (15.58 MB)
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2 Algebra.mp4 (16.18 MB)
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3 Calculus.mp4 (8.57 MB)
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4 Optimization and the combinatorial explosion.mp4 (15.56 MB)
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5 Bayes theorem.mp4 (10.59 MB)
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1 Supply and demand for data science.mp4 (9.45 MB)
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2 The data science Venn diagram.mp4 (9.94 MB)
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3 The data science pathway.mp4 (27.44 MB)
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4 The CRISP-DM model in data science.mp4 (13.29 MB)
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5 Roles and teams in data science.mp4 (15.95 MB)
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6 The role of questions in data science.mp4 (13.54 MB)
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1 Next steps and additional resources.mp4 (9.84 MB)
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1 Artificial intelligence.mp4 (22.22 MB)
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2 Machine learning.mp4 (30.59 MB)
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3 Deep learning neural networks.mp4 (28.22 MB)
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4 Big data.mp4 (17.32 MB)
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5 Predictive analytics.mp4 (13.84 MB)
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6 Prescriptive analytics.mp4 (14.57 MB)
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7 Business intelligence.mp4 (12.18 MB)
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1 Applications for data analysis.mp4 (16.92 MB)
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2 Languages for data science.mp4 (14.04 MB)
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3 AutoML.mp4 (8.67 MB)
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4 Machine learning as a service.mp4 (9.63 MB)
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1 Supervised learning with predictive models.mp4 (22.04 MB)
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2 Time-series data.mp4 (26.31 MB)
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3 Classifying.mp4 (13.5 MB)
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4 Feature selection and creation.mp4 (16.11 MB)
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5 Aggregating models.mp4 (21.77 MB)
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6 Validating models.mp4 (20.17 MB)
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1 The enumeration of explicit rules.mp4 (13.55 MB)
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2 The derivation of rules from data analysis.mp4 (20.08 MB)
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3 The generation of implicit rules.mp4 (10.6 MB)
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1 Generative adversarial networks GANs.mp4 (19.88 MB)
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2 Reinforcement learning.mp4 (19.32 MB)
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1 Supervised vs unsupervised learning.mp4 (13.32 MB)
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2 Descriptive analyses.mp4 (18.57 MB)
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3 Clustering.mp4 (16.93 MB)
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4 Dimensionality reduction.mp4 (20.32 MB)
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5 Anomaly detection.mp4 (15.8 MB)
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1 Bias.mp4 (20.01 MB)
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2 Security.mp4 (18.22 MB)
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3 Legal.mp4 (16.15 MB)
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4 Explainable AI.mp4 (23.51 MB)
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5 Agency of algorithms and decision-makers.mp4 (13.81 MB)
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1 Getting started.mp4 (12.75 MB)
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1 Data preparation.mp4 (16.56 MB)
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10 Data vendors.mp4 (12.53 MB)
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11 Data ethics.mp4 (15.16 MB)
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2 Labeling data.mp4 (32.62 MB)
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3 In-house data.mp4 (15.33 MB)
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4 Open data.mp4 (16.5 MB)
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5 APIs.mp4 (7.31 MB)
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6 Scraping data.mp4 (28.35 MB)
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7 Creating data.mp4 (15.57 MB)
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8 Passive collection of training data.mp4 (15.47 MB)
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9 Self-generated data.mp4 (15.16 MB)
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Glossary Data Science Foundations Fundamentals.zip (48.71 KB)
ZIP