Notice: This page requires JavaScript to function properly.
Please enable JavaScript in your browser settings or update your browser.
All Courses & Projects | Codefinity
Filters
reverse icon

Technologies

Topic

Level

Type of lesson

Career tracks

track
lockOnly for Ultimate
track image

Game Development with Unity

laptop4 Courses
list164 Tasks

Beginner

4.4
(332)
track
lockOnly for Ultimate
track image

Video Production with Adobe

laptop4 Courses
list123 Tasks

Beginner

5.0
(15)
track
lockOnly for Ultimate
track image

UI/UX Design Tools

laptop4 Courses
list161 Tasks

Beginner

4.8
(29)
track
lockOnly for Ultimate
track image

Essential Office Skills

laptop3 Courses
list75 Tasks

Beginner

4.5
(946)
track
lockOnly for Ultimate
track image

Digital Marketing Essentials

laptop6 Courses
list293 Tasks

Beginner

4.5
(36)

Courses & Projects

course

Operating Systems for DevOps

Operating Systems for DevOps

A comprehensive course designed for DevOps engineers and backend professionals to master the core concepts of operating systems, understand their impact on system performance and reliability, and apply this knowledge to modern infrastructure, including containers and cloud environments.

course

Outlier and Novelty Detection in Python

Outlier and Novelty Detection in Python

A comprehensive, hands-on course exploring the theory, intuition, and practical implementation of outlier and novelty detection algorithms in Python. Learn to identify anomalies using statistical, isolation, density, and kernel-based methods, interpret results, and compare approaches for real-world applications.

course

PHP Error Handling

PHP Error Handling

Learn how to detect, control, and recover from runtime problems in PHP applications. This course teaches how PHP handles errors internally, how to convert errors into exceptions, and how to build safe failure systems that prevent crashes in real-world projects.

course

PHP FFI Internals

PHP FFI Internals

Dive deep into PHP's Foreign Function Interface (FFI) internals. Learn how PHP interacts with native C code at runtime, how memory and types are managed, and what performance and security implications arise. This course is designed for experienced PHP developers with a basic understanding of C.

course

PHP MVC Development

PHP MVC Development

Learn how to build your own MVC architecture step by step using only native PHP. This course guides you through the core concepts and practical implementation of the Model-View-Controller pattern, empowering you to create scalable and maintainable PHP applications without relying on frameworks.

course

PHP Memory Management

PHP Memory Management

Master PHP's internal memory management, including allocation, usage, and freeing of memory. Learn how the Zend Engine handles memory, how zvals and reference counting work, and how to profile and optimize memory usage in your PHP applications.

course

PHP Sessions and Cookies

PHP Sessions and Cookies

Master the essentials of managing user state in PHP using sessions and cookies. This course guides you from the basics of session and cookie handling to implementing secure login persistence and building a mini login system.

course

Parameter-Efficient Fine-Tuning

Parameter-Efficient Fine-Tuning

A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.

project

Phishing Detection with Classification

Phishing Detection with Classification

Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.

project

Pokemon Power Analysis

Pokemon Power Analysis

Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.

project

Predicting Data Scientist Salaries

Predicting Data Scientist Salaries

Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.

project

Predicting Laptop Prices

Predicting Laptop Prices

A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.

project

Predicting Viral Webtoons

Predicting Viral Webtoons

A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.

course

Probabilistic Graphical Models Essentials

Probabilistic Graphical Models Essentials

Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.

course

Productivity Tools for Data Scientists

Productivity Tools for Data Scientists

Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.
not found

Sorry... We can't find
what you're looking for

Career tracks

track
lockOnly for Ultimate
track image

Game Development with Unity

laptop4 Courses
list164 Tasks

Beginner

4.4
(332)
track
lockOnly for Ultimate
track image

Video Production with Adobe

laptop4 Courses
list123 Tasks

Beginner

5.0
(15)
track
lockOnly for Ultimate
track image

UI/UX Design Tools

laptop4 Courses
list161 Tasks

Beginner

4.8
(29)
track
lockOnly for Ultimate
track image

Essential Office Skills

laptop3 Courses
list75 Tasks

Beginner

4.5
(946)
track
lockOnly for Ultimate
track image

Digital Marketing Essentials

laptop6 Courses
list293 Tasks

Beginner

4.5
(36)
track
track image
For Ultimate

Only for Ultimate

Game Development with Unity

laptop4 Courses
list164 Tasks
4.4
track
track image
For Ultimate

Only for Ultimate

Video Production with Adobe

laptop4 Courses
list123 Tasks
5.0
track
track image
For Ultimate

Only for Ultimate

UI/UX Design Tools

laptop4 Courses
list161 Tasks
4.8
track
track image
For Ultimate

Only for Ultimate

Essential Office Skills

laptop3 Courses
list75 Tasks
4.5
track
track image
For Ultimate

Only for Ultimate

Digital Marketing Essentials

laptop6 Courses
list293 Tasks
4.5
Search
Close

Courses & Projects

Technologies

course

Operating Systems for DevOps

Operating Systems for DevOps

A comprehensive course designed for DevOps engineers and backend professionals to master the core concepts of operating systems, understand their impact on system performance and reliability, and apply this knowledge to modern infrastructure, including containers and cloud environments.

course

Outlier and Novelty Detection in Python

Outlier and Novelty Detection in Python

A comprehensive, hands-on course exploring the theory, intuition, and practical implementation of outlier and novelty detection algorithms in Python. Learn to identify anomalies using statistical, isolation, density, and kernel-based methods, interpret results, and compare approaches for real-world applications.

course

PHP Error Handling

PHP Error Handling

Learn how to detect, control, and recover from runtime problems in PHP applications. This course teaches how PHP handles errors internally, how to convert errors into exceptions, and how to build safe failure systems that prevent crashes in real-world projects.

course

PHP FFI Internals

PHP FFI Internals

Dive deep into PHP's Foreign Function Interface (FFI) internals. Learn how PHP interacts with native C code at runtime, how memory and types are managed, and what performance and security implications arise. This course is designed for experienced PHP developers with a basic understanding of C.

course

PHP MVC Development

PHP MVC Development

Learn how to build your own MVC architecture step by step using only native PHP. This course guides you through the core concepts and practical implementation of the Model-View-Controller pattern, empowering you to create scalable and maintainable PHP applications without relying on frameworks.

course

PHP Memory Management

PHP Memory Management

Master PHP's internal memory management, including allocation, usage, and freeing of memory. Learn how the Zend Engine handles memory, how zvals and reference counting work, and how to profile and optimize memory usage in your PHP applications.

course

PHP Sessions and Cookies

PHP Sessions and Cookies

Master the essentials of managing user state in PHP using sessions and cookies. This course guides you from the basics of session and cookie handling to implementing secure login persistence and building a mini login system.

course

Parameter-Efficient Fine-Tuning

Parameter-Efficient Fine-Tuning

A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.

project

Phishing Detection with Classification

Phishing Detection with Classification

Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.

project

Pokemon Power Analysis

Pokemon Power Analysis

Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.

project

Predicting Data Scientist Salaries

Predicting Data Scientist Salaries

Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.

project

Predicting Laptop Prices

Predicting Laptop Prices

A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.

project

Predicting Viral Webtoons

Predicting Viral Webtoons

A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.

course

Probabilistic Graphical Models Essentials

Probabilistic Graphical Models Essentials

Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.

course

Productivity Tools for Data Scientists

Productivity Tools for Data Scientists

Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.

course

Operating Systems for DevOps

Operating Systems for DevOps

A comprehensive course designed for DevOps engineers and backend professionals to master the core concepts of operating systems, understand their impact on system performance and reliability, and apply this knowledge to modern infrastructure, including containers and cloud environments.

course

Outlier and Novelty Detection in Python

Outlier and Novelty Detection in Python

A comprehensive, hands-on course exploring the theory, intuition, and practical implementation of outlier and novelty detection algorithms in Python. Learn to identify anomalies using statistical, isolation, density, and kernel-based methods, interpret results, and compare approaches for real-world applications.

course

PHP Error Handling

PHP Error Handling

Learn how to detect, control, and recover from runtime problems in PHP applications. This course teaches how PHP handles errors internally, how to convert errors into exceptions, and how to build safe failure systems that prevent crashes in real-world projects.

course

PHP FFI Internals

PHP FFI Internals

Dive deep into PHP's Foreign Function Interface (FFI) internals. Learn how PHP interacts with native C code at runtime, how memory and types are managed, and what performance and security implications arise. This course is designed for experienced PHP developers with a basic understanding of C.

course

PHP MVC Development

PHP MVC Development

Learn how to build your own MVC architecture step by step using only native PHP. This course guides you through the core concepts and practical implementation of the Model-View-Controller pattern, empowering you to create scalable and maintainable PHP applications without relying on frameworks.

course

PHP Memory Management

PHP Memory Management

Master PHP's internal memory management, including allocation, usage, and freeing of memory. Learn how the Zend Engine handles memory, how zvals and reference counting work, and how to profile and optimize memory usage in your PHP applications.

course

PHP Sessions and Cookies

PHP Sessions and Cookies

Master the essentials of managing user state in PHP using sessions and cookies. This course guides you from the basics of session and cookie handling to implementing secure login persistence and building a mini login system.

course

Parameter-Efficient Fine-Tuning

Parameter-Efficient Fine-Tuning

A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.

project

Phishing Detection with Classification

Phishing Detection with Classification

Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.

project

Pokemon Power Analysis

Pokemon Power Analysis

Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.

project

Predicting Data Scientist Salaries

Predicting Data Scientist Salaries

Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.

project

Predicting Laptop Prices

Predicting Laptop Prices

A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.

project

Predicting Viral Webtoons

Predicting Viral Webtoons

A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.

course

Probabilistic Graphical Models Essentials

Probabilistic Graphical Models Essentials

Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.

course

Productivity Tools for Data Scientists

Productivity Tools for Data Scientists

Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.
not found

Sorry... We can't find
what you're looking for

We're sorry to hear that something went wrong. What happened?
some-alt