Free Online Courses from the World’s Top Publishers

Idan Gabrieli

Experienced tech professional

Teaching on Alison since Sep, 2021

35,355

Learners

Courses

Benefited

35,355
Learners

6
Courses

91
Learners Have Benefited

Teaching on Alison since Aug 2021

Since 2011, Idan Gabrieli (B.Sc. and MBA) has been working in various engineering positions at the heart of Israel's high-tech industry, also called the start-up nation. Through his career, Idan has gained extensive experience working with hundreds of business companies, helping them transform challenges and opportunities into practical use cases while leveraging cutting-edge technologies.

Idan has comprehensive knowledge that spans multiple domains, including cloud computing, machine learning, data science, electronics, and more. In 2014, he started to create and publish online courses on various topics while teaching thousands of students worldwide. In 2021 and 2022, Idan was recognised as a top-seller and highly-rated instructor by multiple leading e...

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Cloud Computing for Absolute Beginners - IaaS

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Free Online Courses by Idan Gabrieli

Cloud Computing for Absolute Beginners - IaaS

1.5-3 hrs 7,068 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Define the concept of cloud computing
Classify private and public clouds
Classify cloud service models
Categorize virtualization technologies including VMs and containers
Describe the concept of vertical and horizontal scaling
Discuss the connection between microservices and cloud-native apps
Explain how IaaS is transforming IT into a utility
Classify the building blocks of cloud computing
Discuss IaaS pricing models
Evaluate the advantages and disadvantages of IaaS
Recognize typical market-use cases

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Beginner Level

Cloud Computing

Cloud Computing for Absolute Beginners - IaaS

1.5-3 hrs

7068 enrolled

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Machine Learning for Absolute Beginners

1.5-3 hrs 12,482 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Outline the connection between artificial intelligence, machine learning and deep learning
Describe the concept of supervised and unsupervised learning
Recognise supervised learning building blocks of features and labels and provide examples
Explain the process of training a model in supervised learning
Recognise the challenges of underfitting and overfitting
Identify classification and regression tasks
Outline clustering and dimension reduction
Describe reinforcement learning

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Beginner Level

Machine Learning

Machine Learning for Absolute Beginners

1.5-3 hrs

12482 enrolled

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Microservices Architecture for Absolute Beginners

1.5-3 hrs 2,788 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Outline the challenges of the old-school software development style
List the main building blocks of a single microservice
Describe the concept of microservices architecture
Define ‘cloud-native applications’
Analyse the key advantages of microservices
Estimate the implementation challenges of microservices
Discuss the Netflix microservices industry case study

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Beginner Level

Software Development

Microservices Architecture for Absolute Beginners

1.5-3 hrs

2788 enrolled

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Cloud Computing - Database Technologies and Services

1.5-3 hrs 7,113 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Define the basic terminology of DB, DBMS Schema and ETL/ELT
Classify operational and analytics data
Compare data warehouse and data lakes
Identify batch and stream processing
Compare SQL, NoSQL and NewSQL technologies
Describe in-memory and time-series technologies
Recognize the market options of ‘database as a service’ (DBaaS)

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Beginner Level

Databases

Cloud Computing - Database Technologies and Services

1.5-3 hrs

7113 enrolled

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Machine Learning for Absolute Beginners - Python and Pandas

3-4 hrs 3,780 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Explain the fundamental syntax of Python
Discuss the JupyterLab development tool
Arrange and manage projects with Jupyter notebooks
Analyse examples of data science projects in Python
Arrange tabular datasets from CSV files into a DataFrame object
Classify, select, filter and clean raw data
Describe how to transform data in rows and columns as a pre-processing step before using algorithms
Compare, group and sort data in multiple dimensions
Arrange and export the output data to CSV files
Summarise an end-to-end data exploration

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Intermediate Level

Python

Machine Learning for Absolute Beginners - Python and Pandas

3-4 hrs

3780 enrolled

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Machine Learning for Absolute Beginners - Data Visualization with Python

3-4 hrs 2,124 learners

By Idan Gabrieli

You Will Learn How To

By the end of this course, you will be able to:

Analyse datasets using Exploratory Data Analysis (EDA)
Summarise data using a variety of chart types
Explain the fundamentals of Matplotlib and Seaborn
Classify bar, grouped bar, stacked bar and lollipop charts
Analyse data using pie and tree-map charts
Analyse data using line, area and stacked area charts
Evaluate data using histogram, density, box-and-whisker and swarm charts
Evaluate data using scatter, correlogram, heat-Map and hexbin-map charts
Select the right chart to perform the right task
Describe and discuss the of outcome of the analysis performed

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Intermediate Level

Python

Machine Learning for Absolute Beginners - Data Visualization with Python

3-4 hrs

2124 enrolled

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Showing 1 - 6 of 6

Learner Reviews & Feedback For

Idan Gabrieli

214

Anthony C.

Alison Graduate

The Course Machine Learning for Absolute Beginners

This is an interesting course that met my expectation. The sequence was very interesting, and the example or illustrations made it even easier to learn. My sincere appreciation to Alision and the esteemed tutor.

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Gihan S. B.

Alison Graduate

The Course Microservices Architecture for Absolute Beginners

GREAT. LEARNED LOT OF THINGS... HOPE TO CONNECT WITH THIS FOR FUTHER COURSES.

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Explore Subjects that Idan Gabrieli Teaches

SDG 9 Industry, Innovation And Infrastructure

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