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Unlocking Data Insights Version Control Monitoring and Automation for ML Models in Production

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Lesson extensions

Lessons List | 40 Lesson
Creating a Basic Calculator 360DigiTMG
00:27:19

Creating a Basic Calculator 360DigiTMG
Visualizing Data with Seaborn in Python 360DigiTMG
00:30:06

Visualizing Data with Seaborn in Python 360DigiTMG
Solving Deloitte Interview Question 360DigiTMG
00:26:19

Solving Deloitte Interview Question 360DigiTMG
Solving Uber Interview Question 360DigiTMG
00:26:51

Solving Uber Interview Question 360DigiTMG
Solving Flipkart Interview Questions 360DigiTMG
00:29:13

Solving Flipkart Interview Questions 360DigiTMG
Time series plots in Python 360DigiTMG
00:25:53

Time series plots in Python 360DigiTMG
Solving Swiggy Interview Questions 360DigiTMG
00:13:28

Solving Swiggy Interview Questions 360DigiTMG
Solving KPMG Interview Questions 360DigiTMG
00:24:34

Solving KPMG Interview Questions 360DigiTMG
EDA with new Dataset 360DigiTMG
00:35:02

EDA with new Dataset 360DigiTMG
Preprocessing with Sklearn Library 360DigiTMG
00:28:29

Preprocessing with Sklearn Library 360DigiTMG
Matplotlib Library Functions 360DigiTMG
00:26:47

Matplotlib Library Functions 360DigiTMG
Pandas Library Functions 360DigiTMG
00:21:18

Pandas Library Functions 360DigiTMG
Numpy Library Function 360DigiTMG
00:30:40

Numpy Library Function 360DigiTMG
Unlocking Data Insights Version Control Monitoring and Automation for ML Models in Production
00:20:01

Unlocking Data Insights Version Control Monitoring and Automation for ML Models in Production
Unlocking Data Insights Versioning and Monitoring Deployed Models 360DigiTMG
00:24:20

Unlocking Data Insights Versioning and Monitoring Deployed Models 360DigiTMG
Unlocking Data Insights API Design with OOP Serving ML Models for Real Time Predictions
00:33:29

Unlocking Data Insights API Design with OOP Serving ML Models for Real Time Predictions
Unlocking Data Insights OOP for Model Deployment 360DigiTMG
00:15:19

Unlocking Data Insights OOP for Model Deployment 360DigiTMG
Unlocking Data Insights Custom Loss Functions and Metrics Using OOP to Extend Machine Learning
00:29:45

Unlocking Data Insights Custom Loss Functions and Metrics Using OOP to Extend Machine Learning
Unlocking Data Insights Encapsulating Hyperparameter Tuning Automating with Classes 360DigiTMG
00:29:48

Unlocking Data Insights Encapsulating Hyperparameter Tuning Automating with Classes 360DigiTMG
Unlocking Data Insights Model Management with OOP Building Flexible and Maintainable ML Models
00:28:20

Unlocking Data Insights Model Management with OOP Building Flexible and Maintainable ML Models
Unlocking Data Insights Object Oriented Data Pipelines Structuring Your Machine Learning Workflow
00:27:41

Unlocking Data Insights Object Oriented Data Pipelines Structuring Your Machine Learning Workflow
Unlocking Data Insights Metaclasses and Custom Class Creation Advanced OOP Techniques
00:25:45

Unlocking Data Insights Metaclasses and Custom Class Creation Advanced OOP Techniques
Unlocking Data Insights Design Patterns in Python Leveraging OOP for Scalable Solutions
00:30:46

Unlocking Data Insights Design Patterns in Python Leveraging OOP for Scalable Solutions
Unlocking Data Insights Encapsulation and Abstraction Safeguarding and Simplifying Your Code
00:31:27

Unlocking Data Insights Encapsulation and Abstraction Safeguarding and Simplifying Your Code
Unlocking Data Insights Inheritance and Polymorphism Building Reusable and Extensible Code
00:29:54

Unlocking Data Insights Inheritance and Polymorphism Building Reusable and Extensible Code
Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects
00:34:12

Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects
Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects
00:31:22

Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects
Unlocking Data Insights Python OOP Mastery Building Blocks for Beginners 360DigiTMG
00:27:04

Unlocking Data Insights Python OOP Mastery Building Blocks for Beginners 360DigiTMG
Unlocking Data Insights AI in Action 4 Simplifying Kubernetes Deployment with Minikube
00:28:44

Unlocking Data Insights AI in Action 4 Simplifying Kubernetes Deployment with Minikube
Unlocking Data Insights AI in Action 3 Orchestrating ML Apps with Kubernetes
00:28:21

Unlocking Data Insights AI in Action 3 Orchestrating ML Apps with Kubernetes
Unlocking Data Insights Seamless Monitoring Maintenance of Your ML App with Docker
00:31:19

Unlocking Data Insights Seamless Monitoring Maintenance of Your ML App with Docker
Unlocking Data Insights Episode 9 AI in Action Seamless Monitoring Maintenance of Your ML App
00:30:21

Unlocking Data Insights Episode 9 AI in Action Seamless Monitoring Maintenance of Your ML App
Unlocking Data Insights Episode 8 The Art of Deployment 360DigiTMG
00:29:50

Unlocking Data Insights Episode 8 The Art of Deployment 360DigiTMG
Unlocking Data Insights Episode 7 The Art of Deployment 360DigiTMG
00:30:54

Unlocking Data Insights Episode 7 The Art of Deployment 360DigiTMG
Unlocking Data Insights Episode 6 The Art of Hyperparameter Alchemy Crafting Perfect Models
00:29:44

Unlocking Data Insights Episode 6 The Art of Hyperparameter Alchemy Crafting Perfect Models
Unlocking Data Insights Fine Tuning Mastery Unlocking the Power of Hyperparameters
00:33:11

Unlocking Data Insights Fine Tuning Mastery Unlocking the Power of Hyperparameters
Unlocking Data Insights From Concept to Reality Mastering Model Building Tuning and Evaluation
00:27:16

Unlocking Data Insights From Concept to Reality Mastering Model Building Tuning and Evaluation
Unlocking Data Insights From Data Chaos to Clarity Advanced EDA and Preprocessing Techniques
00:34:36

Unlocking Data Insights From Data Chaos to Clarity Advanced EDA and Preprocessing Techniques
Unlocking Data Insights A live Python Series Part 2 Data Wrangling Wizards Mastering the Basics
00:24:56

Unlocking Data Insights A live Python Series Part 2 Data Wrangling Wizards Mastering the Basics
Unlocking Data Insights A live Python Series Part 1 Python Pioneers kick Off Data Adventures
00:30:09

Unlocking Data Insights A live Python Series Part 1 Python Pioneers kick Off Data Adventures
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Course Description

Seaborn for data visualization, in this course we will learn about Seaborn for data visualization, exploring how to create insightful, high-quality visualizations in Python. We’ll cover essential Seaborn functions, including scatter plots, histograms, box plots, heatmaps, and regression plots. You will master customizing visualizations, handling datasets efficiently with Pandas, and enhancing analysis using Seaborn’s statistical capabilities. Whether you're a beginner or an experienced analyst, this course will help you uncover patterns in data, improve presentations, and make informed decisions using Seaborn’s powerful visualization tools. 360DigiTMG
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