Optimization Techniques in Python

Learn how to write faster and more memory-efficient code by mastering performance measurement, selecting the right data structures, and leveraging built-in tools. We'll focus on practical optimization techniques for handling large datasets, efficient string operations, and partial sorting, ensuring your code is both robust and scalable.

Course

Gain insight into a topic and learn the fundamentals

nuevo

Advanced

Recommended experience

13 chapters

Flexible schedule

Learn at your own pace

View course modules

Outcomes

Learning outcomes

Modules

Testimonials

Recommendations

Codefinity advantages

FAQs

Outcomes

Learning outcomes

Modules

Testimonials

Recommendations

Codefinity advantages

FAQs

What you will learn

Analyze and measure the performance of Python code to identify bottlenecks.
Understand the fundamentals of timing and benchmarking to evaluate function efficiency.
Explore the optimal use of Python data structures like lists, sets, tuples, and NumPy arrays for improved performance.
Discover built-in tools such as map() and list comprehensions to write faster and more efficient code.

Details to know

Earn a career certificateAdd to your LinkedIn profile

Assessments20 assignments

AI copilotYour personal assistant

Equip your business with cutting-edge Data and AI expertise.

Join employees from leading companies and many of the Fortune 100 who trust Codefinity to elevate their skills.

This course is for you, if...

You’re preparing for a promotionPosition yourself for career advancement by acquiring new skills and knowledge that will make you stand out to your employer

You’re a jobseeker looking to enhance your resumeAdd valuable skills to your resume and make yourself more attractive to potential employers. This course will give you a competitive edge in the job market.

You want to escape the 9-to-5 grindOur course provides the skills needed to transition into freelancing or remote work, giving you the freedom to work on your terms.

You’re passionate about continuous learningStay ahead in the rapidly evolving IT field with our comprehensive course. It’s designed for lifelong learners who want to continuously enhance their skills and knowledge.

Data Engineer Course

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review

There are 6 modules in this course

Master the fundamentals of performance analysis by learning how to measure execution time, benchmark code accurately, and evaluate function performance. We'll provide hands-on techniques for identifying bottlenecks and optimizing your code effectively.

Master the art of selecting the right data structures to optimize both performance and memory usage. We'll explore lists, NumPy arrays, sets, tuples, and specialized tools from the collections module, with practical challenges to reinforce your skills in real-world scenarios.

Discover powerful built-in tools and techniques to optimize performance for common tasks. Learn to leverage map(), list comprehensions, efficient file handling, sorting, and string processing to handle large datasets and repetitive operations effectively.

Chosen by students of top schools

Including 30 out of top-30 U.S. colleges

Why people choose Codefinity for their career

Kwizera Mugisha

The teaching methodology at Codefinity is excellent, and I particularly appreciate how it has prepared me to handle real-world coding problems. Currently, I am delving into Node.js and eagerly anticipate building full-stack projects that integrate all the knowledge I have gained.

Sherry Barnes-Fox

My first course was 4 hours, I did it in a few days, "nugget-style. The instructions are very clear and easy to understand. There is even a hint to help you get the answer, and if you still cannot get the answer, then you can display the answer. I love the learning style that is used, it engages me.

Bill Wagner

I have really liked the browser-based lessons that allow me to code within the lesson. The RUN button allows me to test the code I write before submitting for a grade.

Stephanie Chan

As I went through the first course of the Python track, I liked the way the course was lay out (in easy and digestible modules) with little exercises at the end of each concept.

Daniel Chinea

I have gained a lot of practical and logical thinking skills, along with patience for myself and confidence in myself that I can learn programming.

Steve Bruening

The learning was progressive and made it easy to follow along and make progress. I could feel my skills increasing and building on each other as the course went along.

Learner reviews

NaN

0 reviews

NaN%

Showing 0 of 0 reviews

Recommended if you're interested in learning Python

Codefinity advantages

AI-Assisted Learning

Embrace the fascination of Tech Skills! Our AI-assistant provides real-time feedback, personalized hints, and error explanations, empowering you to learn with confidence.

Workspaces

With Workspaces, you can create and share projects directly on our platform. We've prepared templates for your convenience

Learning tracks

Take control of your career development and commence your path into mastering the latest technologies

Real-world projects

Real-world projects elevate your portfolio, showcasing practical skills to impress potential employers

AI-Assisted Learning

Embrace the fascination of Tech Skills! Our AI-assistant provides real-time feedback, personalized hints, and error explanations, empowering you to learn with confidence.

Workspaces

With Workspaces, you can create and share projects directly on our platform. We've prepared templates for your convenience

Learning tracks

Take control of your career development and commence your path into mastering the latest technologies

Real-world projects

Real-world projects elevate your portfolio, showcasing practical skills to impress potential employers

Full catalog access

One subscription opens up this course and our entire catalog of projects and skills.

Unlock access to Optimization Techniques in Python and the rest of our best-in-class catalog

Top-rated, curated content

New courses added weekly

Al assistant to answer any questions

Passionate community of learners

ProBest intro offer$12 /monthBilled annually

100+ Top-Rated courses

Completion certificates

AI-Assistant in all courses

20+ hands-on Real-world projects

Personalized study tracks

Unlimited workspaces

UltimateAll you need to to boost your career$25 /monthBilled annually

100+ Top-Rated courses

Completion certificates

AI-Assistant in all courses

20+ hands-on Real-world projects

Personalized study tracks

Unlimited workspaces

Your subscription also includes:

Frequently asked questions

Is Codefinity worth the investment?

We believe so! Our courses, designed by industry experts, offer relevant, in-demand skills. With interactive content and practical projects, you’ll enhance your learning experience boost your career, and stay ahead in the job market.

Why do I need Codefinity?

Codefinity equips you with essential coding, data science, and AI skills for today's job market. Whether starting a new career, advancing in your current role, or learning something new, our interactive courses provide the knowledge and experience needed. Suitable for all skill levels, Codefinity boasts a Trustpilot rating of 4.4 and over 1.5 million users worldwide, ensuring you’re in good hands.

Is Codefinity good for beginners?

Absolutely! Our courses are designed for beginners and also offer advanced content for experienced learners. Whether you're new or expanding your knowledge, we have the right course for you.

Are the skills taught on Codefinity up-to-date with industry standards?

Yes, our curriculum is regularly updated to match current industry trends and best practices, ensuring you learn relevant skills, including the latest in data science and AI.

Are Codefinity certificates recognized by employers?

Our certificates demonstrate your skills. While employer recognition varies, many graduates have successfully used them to enhance resumes and advance careers.

How much time do I need to commit to Codefinity courses?

Our self-paced courses let you learn at your convenience. Spend as little or as much time as you need based on your schedule and goals.

Is there a satisfaction guarantee?

Yes, we offer a 30-day money-back guarantee. If you're not satisfied, request a refund within 30 days. See our refund policy for details.

How do I cancel my subscription?

Go to your account settings and follow the instructions to cancel. If you encounter issues, our support team is available to assist. Refer to our cancellation policy for details.

Still have questions?

Write your question here