Build a Machine Learning Model with Python

BY
Codecademy

Join the Build a Machine Learning Model with Python course by Codecademy to learn machine learning’s essentials and build ML models with Python.

Lavel

Intermediate

Mode

Online

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Codecademy’s Build a Machine Learning Model with Python certification course will teach you about building machine learning models with Python. You’ll learn how such models help find patterns in data for decision-making, and thus, be fluent in why machine learning is vital today. The curriculum also offers step-by-step guidance, where you’ll know exactly where to begin and what topic to learn next. 

The Build a Machine Learning Model with Python certification syllabus is built to make you skilled in machine learning. As such, it covers all the vital concepts, completing which you’ll be able to scrub for inaccurate data points using Python. You’ll further be able to reformat that data to make it more useful. The course’s topics will also help you understand when to use predictive techniques like classifications or regressions and exploratory techniques such as clustering. 

The Codecademy Pro feature will give you access to additional learning content, including Python 3, Jupyter Notebooks, pandas, etc. It will also award you the GBuild a Machine Learning Model with Python certificate, but you’ll have to buy the Pro subscription.

The highlights

  • Completion certificate
  • Step-by-step guidance
  • Hand-picked programme material
  • Unlimited access 
  • Real-world projects
  • Extensive syllabus
  • Skill path
  • Members-only content
  • Community support
  • Immersive curriculum roadmap
  • Portfolio-ready results
  • Student discount

Program offerings

  • Completion certificate
  • Exclusive benefits with pro membership
  • Student discount
  • Step-by-step roadmap
  • Hands-on guidance
  • Peer community
  • Members-only content
  • Hand-picked programme material

Course and certificate fees

certificate availability

Yes

certificate providing authority

Codecademy

Who it is for

The Build a Machine Learning Model with Python certification course is ideal for those looking to take their Python skills up a notch. It’s also beneficial for those looking to learn advanced programming or explore AI and ML. 

What you will learn

Knowledge of python

Upon completing the Build a Machine Learning Model with Python certification syllabus, you’ll master these concepts: -

  • Using Python to manipulate and clean data
  • Knowing when to use predictive techniques (e.g., regressions or classifications) or exploratory techniques  (e.g., clustering)
  • Using predictive modelling to suggest preferences based on past data
  • Matplotlib
  • Scikit-learn 
  • Python 3
  • Jupyter Notebooks
  • Pandas

The syllabus

Introduction to machine learning

Supervised learning: Regression

Regression cumulative project

Supervised learning: Introduction to classification

Supervised learning: Advanced classification

Supervised machine learning cumulative project

Unsupervised learning

Unsupervised machine learning cumulative project

Neural nets and perceptrons

Machine learning capstone project

Admission details

  • Access the Build a Machine Learning Model with Python online course via the official course webpage.
  • Hit the ‘Try It for Free’ option. 
  • Provide the required details on-screen to sign up for your account. If you have one, use its existing credentials to sign in. 
  • Complete the requisite fee payment to get the Codecademy Pro subscription.
  • You’re now enrolled in the course. 

Filling the form

You can join Codecademy’s Build a Machine Learning Model with Python training by just creating your account. For this, you must fill in your active email ID, set a password, and verify your email. You can also sign in with your registered email and password if you already have an account. 

To sign up/sign in, you can use any of your socials (Google, Twitter, Facebook, Github, or LinkedIn) as well. 

Scholarship Details

Codecademy offers course fee discounts for eligible students only. This is available through the ‘Codecademy Pro Student’ subscription, which is an annual membership. Purchasing this, you can get all the same Build a Machine Learning Model with Python programme content as the ‘Pro’ plan, but at a 35% discount on the original price ($149.99 per year in the U.S.).

How it helps

Since the Build a Machine Learning Model with Python programme is a Skill Path by Codecademy, it’ll help you develop a specialised skill in ML. You’ll learn in-depth topics and work on real-world projects to boost your expertise and be career-ready.

Moreover, the Build a Machine Learning Model with Python certification benefits also include the valuable certificate achieved upon course completion through the Pro plan. Along with this, this subscription will also provide you with diverse community support, exclusive curriculum content, and a step-by-step training roadmap. 

FAQs

How can I earn the programme certificate?

The Build a Machine Learning Model with Python certificate is only available with the Codecademy Pro plan. You can purchase it and get the certification upon programme completion.

How can this curriculum help me, employment-wise?

The Build a Machine Learning Model with Python online course will help you attain industry-grade knowledge about ML. Learning the critical topics and working on real-world projects, you’ll gain enough expertise to seek job roles in companies like IBM, EA, Reddit, Spotify, Microsoft, etc.

Can I cancel my subscription?

Yes, you can cancel it anytime, through the ‘Account Settings’ page on Codecademy.

Can I pause my Pro subscription?

Yes. You can pause your Pro plan anytime to take a break.

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