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4 Students
20 Lessons
Beginner

What Will You Learn?

  • The fundamental concepts of AI and applications of machine learning
  • Different classifications and regression techniques
  • Clustering, including of k-means and k-nearest neighbours
  • Bias/variance to improve your machine learning model
  • Meaning of the decision trees & regression analysis

Curriculum

1h 11m
Section 1: Introduction
01:35
Section 2: Defining Machine Learning
14:25
Understanding Machine Learning (Part 1)
03:42
Understanding Machine Learning (Part 2)
03:38
Understanding Machine Learning (Part 3)
03:29
Section 3: Core Concepts
15:11
Core Concepts (Part 1)
03:30
Core Concepts (Part 2)
03:52
Core Concepts (Part 3)
03:59
Core Concepts (Part 4)
03:50
Section 4: Algorithms
24:03
Decision Trees
04:05
K-Means Clustering
04:03
K-Nearest Neighbor
04:05
Naive Bayes
04:08
Regression
04:06
Problems That Utilize Machine Learning
03:36
Section 5: How to Apply the Algorithms
11:26
Choosing the Right Algorithm
03:49
Fitting the Data
03:32
Following the Data
04:05
Section 6: Usual Challenges
04:05
Usual Challenges
04:05
Section 7: Conclusion
00:45
Next Steps
00:45

Description

Requirements

  • No prior knowledge or experience required

About the Instructor

Reviews 2
Students 54
Courses 6

Daniel is an enthusiastic instructor from Romania who’s eager to share all that he’s learned over the years in the world of data analysis. In his own learning experience, he’s combined formal education with other opportunities, including online courses, so he’s in a position to offer quality content to those who want to gain a better understanding in the field of data analysis.

Daniel focuses on providing students with an enjoyable learning experience by contributing whatever theoretical input with examples from practical situations.

On BitDegree, you may take the opportunity to enroll in Daniel’s courses and learn the essentials of business data analysis the quick way. Data science for business has been underused so far, so, with the right tools and knowledge, you can be someone who works out the ways to increase profits, beat competitors, and win customers. Take Daniel’s lead to understand the dynamics of the markets and develop excellent data management skills. Join his courses today!

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