This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing.
von
IBMÜber diesen Kurs
125.873 kürzliche Aufrufe
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Stufe „Mittel“
Ca. 14 Stunden zum Abschließen
Englisch
Untertitel: Englisch
Kompetenzen, die Sie erwerben
- Artificial Intelligence (AI)
- Machine Learning
- Feature Engineering
- Statistical Hypothesis Testing
- Exploratory Data Analysis
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Stufe „Mittel“
Ca. 14 Stunden zum Abschließen
Englisch
Untertitel: Englisch
von
IBM
IBM is the global leader in business transformation through an open hybrid cloud platform and AI, serving clients in more than 170 countries around the world. Today 47 of the Fortune 50 Companies rely on the IBM Cloud to run their business, and IBM Watson enterprise AI is hard at work in more than 30,000 engagements. IBM is also one of the world’s most vital corporate research organizations, with 28 consecutive years of patent leadership. Above all, guided by principles for trust and transparency and support for a more inclusive society, IBM is committed to being a responsible technology innovator and a force for good in the world.
Lehrplan - Was Sie in diesem Kurs lernen werden
2 Stunden zum Abschließen
A Brief History of Modern AI and its Applications
Artificial Intelligence is not new, but it is new in a sense that it is easier than ever to get started using Machine Learning in business settings. In this module, we will go over a quick introduction to AI and Machine Learning and we will visit a brief history of the modern AI. We will also explore some of the current applications of AI and Machine Learning for you, to think about how you want to leverage them in your day to day business practice or personal projects.
2 Stunden zum Abschließen
10 Videos (Gesamt 57 min), 2 Lektüren, 3 Quiz
3 Stunden zum Abschließen
Retrieving and Cleaning Data
Good data is the fuel that powers Machine Learning and Artificial Intelligence. In this module, you will learn how to retrieve data from different sources, how to clean it to ensure its quality.
3 Stunden zum Abschließen
7 Videos (Gesamt 43 min), 3 Lektüren, 6 Quiz
5 Stunden zum Abschließen
Exploratory Data Analysis and Feature Engineering
In this module you will learn how to conduct exploratory analysis to visually confirm it is ready for machine learning modeling by feature engineering and transformations.
5 Stunden zum Abschließen
15 Videos (Gesamt 104 min), 3 Lektüren, 7 Quiz
3 Stunden zum Abschließen
Inferential Statistics and Hypothesis Testing
Inferential statistics and hypothesis testing are two types of data analysis often overlooked at early stages of analyzing your data. They can give you quick insights about the quality of your data. They also help you confirm business intuition and help you prescribe what to analyze next using Machine Learning. This module looks at useful definitions and simple examples that will help you get started creating hypothesis around your business problem and how to test them.
3 Stunden zum Abschließen
16 Videos (Gesamt 88 min), 2 Lektüren, 5 Quiz
Bewertungen
- 5 stars71,36 %
- 4 stars20,67 %
- 3 stars4,74 %
- 2 stars2,23 %
- 1 star0,97 %
Top-Bewertungen von EXPLORATORY DATA ANALYSIS FOR MACHINE LEARNING
von NW7. Dez. 2020
Recommended course for those wanting to advance their understanding about Exploratory Data Analysis for Machine Learning.
von SA12. Apr. 2022
Very clear and well structured. You can see that lots of time went into the preparation of the course. Kudos to the lecturer.
von AC30. Sep. 2020
It is a really insightful and interactive learning experience. Furthermore, the trainers and coaches were very knowledgable.
von WZ17. Apr. 2021
Best course very professional ,looking forward to complete the entire IBM Machine learning professional certificate
Häufig gestellte Fragen
Wann erhalte ich Zugang zu den Vorträgen und Aufgaben?
Was bekomme ich, wenn ich dieses Zertifikat abonniere?
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