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Berkeley Coding Academy

14343 subscribers

221 videos

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20 September 2021
MLMC L1.0 Colab NumPy Quick Intro

MLMC L1.0 Colab NumPy Quick Intro
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01 January 2025
Unit 1: Lesson 3 - Nested Functions | Calling and Writing Functions Within Functions

Unit 1: Lesson 3 - Nested Functions | Calling and Writing Functions Within Functions
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17 November 2021
GradientBoostingRegressor XGB Preview

GradientBoostingRegressor XGB Preview
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01 January 2025
Unit 1: Lesson 4 - Default Parameters | Assigning and Changing Parameter Values

Unit 1: Lesson 4 - Default Parameters | Assigning and Changing Parameter Values
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06 October 2021
L 3 1 UCI Machine Learning Repository Data Prep

L 3 1 UCI Machine Learning Repository Data Prep
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16 January 2025
Pandas Overview 1: Visualizing 1D Data - matplotlib, histogram, seaborn, figsize, alpha, savefig

Pandas Overview 1: Visualizing 1D Data - matplotlib, histogram, seaborn, figsize, alpha, savefig
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20 December 2021
11 0 LoadData

11 0 LoadData
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16 January 2025
Pandas Overview 0: Accessing Data- methods, loc-iloc, sample, value_counts, conditional formatting

Pandas Overview 0: Accessing Data- methods, loc-iloc, sample, value_counts, conditional formatting
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08 December 2021
10 4 XGBoost scale pos weight

10 4 XGBoost scale pos weight
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20 December 2021
11 1 SplitDataProperly BaselineModel

11 1 SplitDataProperly BaselineModel
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02 February 2025
Decision Trees 3: Train Test Split - train_test_split, model.fit, model.score

Decision Trees 3: Train Test Split - train_test_split, model.fit, model.score
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03 January 2025
Zen of Python: Core Principles for Clean Code

Zen of Python: Core Principles for Clean Code
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01 January 2025
Unit 4: Lesson 5 - Converting Lists to NumPy Arrays

Unit 4: Lesson 5 - Converting Lists to NumPy Arrays
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01 January 2025
Unit 0: Lesson 3 - More Math Operations | Exponents, Modulo Operator, Integer Division

Unit 0: Lesson 3 - More Math Operations | Exponents, Modulo Operator, Integer Division
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13 October 2021
L 4 3 GridSearchCV

L 4 3 GridSearchCV
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20 October 2021
5 1 Decision Tree max depth grid search review

5 1 Decision Tree max depth grid search review

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