Overview - Laambad E-Learning Platform

Overview - Laambad E-Learning Platform

Fundamentals of Data Science and Machine Learning Overview

Fundamentals of Data Science and Machine Learning

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Course Overview

Video - 00:3:14 mins

Section 1: Introduction to Data Science

Lesson 1. Who can pursue this course?

Video - 00:12:06 mins

Lesson 2. What is Data Science?

Video - 00:11:09 mins

Lesson 3. Evolution of Data Science.

Video - 00:07:02 mins

Lesson 4. Big Data vs Data Science

Video - 00:10:01 mins

Lesson 5. Data Science vs Business Analytics

Video - 00:06:32 mins

Lesson 6. Applications

Video - 00:09:32 mins

Section 2: Introduction to Artificial Intelligence

Lesson 1. What is AI?

Video - 00:13:14 mins

Lesson 2. Types of AI

Video - 00:10:06 mins

Lesson 3. Branches of AI

Video - 00:11:33 mins

Lesson 4. Pros and Cons of AI

Video - 00:11:38 mins

Section 3: Machine Learning (ML)

Lesson 1. What is Machine Learning?

Video - 00:08:18 mins

Lesson 2. Types of Machine Learning

Video - 00:15:23 mins

Lesson 3. Supervised ML Algorithms

Video - 00:21:30 mins

Lesson 4. Unsupervised ML Algorithms

Video - 00:13:16 mins

Section 4: Applications of Data Science

Lesson 1. Data Science Industry Applications

Video - 00:22:35 mins

Lesson 2. Data Science Workflow

Video - 00:10:02 mins

Lesson 3. Data Science Roles

Video - 00:12:51 mins

Section 5: Data Science Tools

Lesson 1. What are the data science tools

Video - 00:6:57 mins

Lesson 2. Different Data Science Tools

Video - 00:09:30 mins

Final Exam

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