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Deep Learning Tutorial For Beginners: Image Classification with Keras

Deep Learning Tutorial For Beginners: Image Classification with Keras

2024
Start anytime
Self paced
English
Course by
BitdegreeCourses from Bitdegree
Certificate awarded
Beginner

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Map your Career

Not sure which job profiles this course will open for you? Check out our AI based tool to get a complete personalized career map.

Checklist

Certification

You will get a certificate on completing this course.

University

This course is not affiliated with any university.

Price

This course costs very less.

Why should you choose this course?

Description

Description
Keras is a high-level API, which is aimed to build and train deep learning with Python. This tutorial is created by data scientist and app developer Nimish Narang, which already created more than 20 Mammoth Interactive courses - online tutorials about the web, app, and game development. Python deep learning tutorial is for you if you want to learn the concept of machine learning with practical tasks using Keras, Python, and PyCharm. Any person who understands that technologies shape the way of communication should enroll in this deep learning tutorial for beginners as well. Trust me, after completing this course, new possibilities will open up, as you’ll get a new set of skills on new technologies, which are the skills that many employers are looking for. So don’t wait up and enroll in this Python machine learning tutorial right away!

Syllabus

Curriculum8h 44mSection 1: Learn to Use PyCharm45:07Bootcamp IntroWatch now05:42Intro to PycharmWatch now03:55Downloading and InstallingWatch now09:28Exploring Pycharm InterfaceWatch now08:32Add and Run Python Files07:25Building and Running a Simple Program10:05Section 2: Learn Python Language Basics1:49:46Section 3: Understand Machine Learning Neural Networks1:04:20Section 4: Explore the Keras API1:17:04Section 5: Format Datasets and Examine CIFAR 1058:25Section 6: Build the Image Classifier Model1:35:13Section 7: Save and Load Trained Models1:15:00

What others say about this course

FAQs

How to learn Python?

You can start with a basic Python course which covers everything in Python on a basic level like Complete Python Bootcamp: Go from zero to hero in Python 3 by Udemy. This can be followed by an advanced course in the fields you are interested in like Python Data Structures by Coursera for competitive programming, Applied Data Science with Python by Coursera for Machine Learning and Data Science.

Why learn Python?

Python is one of the fastest-growing programming languages right now. It is especially used for data science and machine learning endeavors. At present, there are more than a few opportunities for Python developers. Besides, it is very easy to learn.

Is Python a good language to learn first?

Yes. It is designed with simplicity in mind. The language has a smaller learning curve and supports a pseudo-English-like syntax. Hence, getting started with Python is ideal for anyone looking to embark on the programming journey.

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There are so many places to learn Python. Popular choices include YouTube, Coursera, Udemy, and Pluralsight. You can get all the courses from these providers and more here on Edvicer. There are several great novice Python courses available that will help you build an ample understanding of the language and starting with the same. Also, there is no shortage of advanced Python courses.

How long does it take to learn Python?

Any programming language has two aspects; the syntax, and the library. While the former might require only a few days to learn, the latter is a life-long learning task. However, you can get started with Python professionally after 6 to 7 months of dedicated practice.

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The top job profiles for Python developers are Analytics Specialist with an average salary of INR 15 LPA, Analytics Manager with an average salary of INR 19 LPA, and Machine Learning Engineer with an average salary of INR 10.38 LPA. Get your career map for your skills here.

What should I learn; Python or JavaScript?

Learning to choose among Python and JavaScript depends on the purpose you're learning them for. If you want to involve in data science and machine learning then Python is the ideal pick while JS is the go-to option when looking forward to web development. If you wish to simply learn one of them in order to get started with programming then Python might be the best bet. This is because it is beginner-friendly. JavaScript is not an easy programming language. Nonetheless, learning both gives better career advantages.

Can I learn Python without a programming background?

Yes, you can learn Python even without a programming background. However, it is surely a good thing if you first learn the basic programming terminology.

How long does it take to learn Django and Python?

Learning Python and Django are a never-ending process. However, to reach a level of being able to work with both Python and Django, at least 6 months are required.

Can I learn Python on my own?

Yes, definitely. You need to simply learn new Python concepts and then practice them to know better. Going through YouTube video lessons and the best Python tutorials might also help while self-learning Python.

What can I learn after learning Python?

After learning Python, the top skills you can learn to open highest number of job profiles for you are MySql, Data Analytics, and Web Analytics. The top skills that can get you jobs with highest salaries are Spring Boot,SAP, and Spring

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