Python Data Science and Machine Learning Made Easy
Master Python in just self-paced with expert guidance from Logic Labs. By the end of this course, you'll have practical knowledge you can apply immediately. With hands-on projects and real-world examples, you'll gain confidence in your Python abilities. The course includes practical exercises that reinforce your learning experience.
â 4.4
1931 students
Created by Logic Labs
Self-paced
English
0 enrolled
What is Data Science?
Why Python for Data Science?
Setting Up Your Environment (Jupyter Notebook, Anaconda, VSCode)
Exploring Datasets (Head, Tail, Describe, Info)
Introduction to Matplotlib and Seaborn
Customizing Plots (Labels, Colors, Themes)
Creating Visual Stories With Data
Summary Statistics & Data Distributions
Descriptive vs Inferential Statistics
Confidence Intervals and P-Values
Mini-Quizzes & Practice Problems
What is Machine Learning?
Linear Regression with Scikit-Learn
Logistic Regression
k-Nearest Neighbors
Decision Trees and Random Forest
Model Accuracy, Confusion Matrix, ROC Curves
Web Scraping With BeautifulSoup and Requests and more....
Student Reviews
Login to write a review and rate this course.
No reviews yet.
â
Frequently Asked Questions
Click the 'Enroll Now' button. You will be redirected to the course page on Udemy (or another platform). The coupon code is usually automatically applied. If not, look for a code in the description or the 'Apply Coupon' section on the checkout page.
Yes, for most Udemy courses, once you enroll using the 100% off coupon, you get lifetime access and a certificate of completion upon finishing the course, just like a paid student.
Coupons have a limited number of redemptions or expire after a certain time (often 5 days or less). If a coupon is not working, it likely means it has expired or reached its maximum usage limit. We recommend checking our latest posts for fresh coupons.
Yes! Once you successfully enroll in the course while the coupon is active, you will have lifetime access to the course content, including future updates.
The courses are hosted on reputable platforms like Udemy. When you enroll with a 100% off coupon, the price should be $0.00, and you generally do NOT need to enter credit card information for free transactions on Udemy.
đĄ
You Might Also Like
6 courses
Google Cloud Professional Data Engineer: Practice Exams
When companies like Spotify, Twitter, and The New York Times need to process petabytes of data in milliseconds, they turn to Google Cloud. Welcome to the Google Cloud Professional Data Engineer practice assessments! GCP has long been considered the gold standard for big data analytics and machine learning infrastructure. However, the ecosystem is vast. Companies are aggressively hiring engineers who know exactly when to stream data through Dataflow, when to lift-and-shift Hadoop to Dataproc, and how to structure a BigQuery table so a single query doesn't cost thousands of dollars.This comprehensive practice test course provides you with 200 realistic, highly technical questions modeled directly after the official Google Cloud certification exam. Across these four rigorous practice tests, you will face high-stakes, scenario-based architectural challenges. You will design low-latency wide-column databases for IoT sensor telemetry using Bigtable, orchestrate daily ETL pipelines using Cloud Composer, and ensure horizontal relational scaling for global financial transactions using Cloud Spanner.The questions in this course cut through basic cloud definitions and test your ability to make tough architectural trade-offs. You will be challenged to calculate the cost implications of BigQuery partitioning, understand the underlying Apache Beam logic of Dataflow, and secure data access using strict IAM roles. If you are preparing to earn one of the highest-paying IT certifications in the world, migrating your company's data stack to GCP, or simply wanting to build pipelines that scale infinitely, this is your ultimate testing ground. Enroll today and start processing!Course locale: English (US) Course instructional level: Advanced Level Course category: IT & Software Course subcategory: IT CertificationsWho this course is for:Data Engineers, Database Administrators, and Cloud Architects preparing to pass the notoriously rigorous Google Cloud Professional Data Engineer certification exam.
Complete Node.js Bootcamp: From Basics to Advanced
đĄ Expert Insight: đ **Career Boost:** Node.js is the powerhouse behind countless modern, scalable web applications and microservices, making it a critical skill for high-demand backend and full-stack roles. This bootcamp doesn't just teach coding; it empowers you to architect and build the robust, API-driven systems that power today's digital economy, significantly boosting your marketability and career trajectory.Are you ready to become a confident and highly skilled Node.js developer?Welcome to the "Complete Node.js Bootcamp," the ultimate hands-on course designed to take you from an absolute beginner to an advanced Node.js expert. Whether you're looking to kickstart your backend development career, enhance your existing web development skills, or build powerful, scalable server-side applications, this comprehensive bootcamp is for you.Node.js is a powerful, open-source, server-side runtime environment that allows you to build fast, scalable network applications using JavaScript. Its non-blocking, event-driven architecture makes it perfect for data-intensive real-time applications, making it one of the most in-demand technologies in the modern web development landscape. Mastering Node.js opens up a world of opportunities in backend development, microservices, APIs, and more!What You'll Learn & Achieve:This bootcamp is meticulously structured to provide you with a deep understanding of Node.js, covering everything from the foundational concepts to advanced, real-world application development. By the end of this course, you will be able to:Master Node.js Fundamentals: Understand core concepts like the event loop, modules, file system, and streams.Build Robust RESTful APIs: Design, develop, and secure powerful APIs using Express.js.Database Integration (MongoDB & Mongoose): Learn to connect your Node.js applications to NoSQL databases, perform CRUD operations, and model your data effectively.Authentication & Authorization: Implement secure user authentication (JWT, sessions) and authorization mechanisms from scratch.Error Handling & Debugging: Develop robust applications with professional error handling strategies and master debugging techniques.Asynchronous JavaScript: Deep dive into Promises, Async/Await, and their practical applications in Node.js.Deployment Strategies: Learn how to deploy your Node.js applications to popular cloud platforms like Heroku or AWS.Security Best Practices: Understand and implement common security measures to protect your applications from vulnerabilities.Advanced Node.js Concepts: Explore topics like WebSockets for real-time communication, GraphQL (introduction), and advanced middleware patterns.Build Multiple Real-World Projects: Apply your knowledge by building practical, production-ready applications that you can add to your portfolio.Don't just learn Node.js, master it! Enroll in the "Complete Node.js Bootcamp: From Basics to Advanced" today and unlock your potential as a top-tier backend developer.Who this course is for:Looking to become full-stack developers by adding Node.js to your skillset.Learn the fundamentals and advanced topics of Node.js for a robust career.Want to refresh your Node.js knowledge or dive into modern features and best practices.If you have an idea for an app that needs a powerful backend, this course is for you!
3.9
Sheikh Coding Institute
Build Complete PHP MySQL Food Ordering Ecommerce Store
đĄ Expert Insight: đĄ **Expert Insight:** This course transcends building just a "food ordering store" by providing a comprehensive blueprint for constructing *any* full-stack e-commerce platform from the ground up. Mastering the integration of core backend technologies (PHP, MySQL, PDO) with essential features like secure payment processing (PayPal) and an administrative panel means you're not just coding, but architecting robust, real-world transactional systemsâa critical skill set for modern web development roles and entrepreneurial ventures.Are you ready for a treat? Ready for a fantastic journey with me? In this course, you will get to discover the infinite possibilities of PHP and MySQL. In this course, I will show you how to build an amazing e-commerce store from start to finish. After you complete this course, you should have something solid, awesome, and legit to show off on your CV. Here is what we are going to build. First of all, I am going to show you how to build a full authentication system with confirm password functionality and that's after creating our config file. After that, we are going to deal with showing data of products and categories neatly on our website and we are going to create a shop page. Now to the cart system where we are going to implement inserting, updating, showing, and deleting products and that's going to be done using Ajax-JQuery. And then to another hardcore part of this project and that is integrating Paypal inside our app. I am going to show you not to only integrate it but also to pay for your first product using it by setting up buyer and merchant accounts. We will see how these whole PayPal configurations work under the hood and before that, I am going to show how to place your first order by creating the checkout page. The last part of the user's side is to allow the user to see his orders and update his data and I am going to show you how to do this securely. In the second part of this course, we are going to take care of the admin panel where I am going to show you how to deal with admins, categories, products, and orders. Of course, there are going to be a lot of details to talk about. So if you think this course is beneficial to you, go ahead and get it now. See you inside. Who this course is for:People who learned PHP and MySQL and want to build a full projectDevelopers who want to create a professional store and get a programming jobAspiring programmers who want to level up their development skills with new techniquesDevelopers who want to build their CVs
Mastering C & C++ Programming: From Fundamentals to Advanced
đĄ Expert Insight: đĄ **Expert Insight:** In a landscape increasingly dominated by high-level languages, truly mastering C & C++ positions you for high-impact roles where performance and resource control are paramount. This course unlocks the fundamental skills essential for systems programming, game engine development, and real-time embedded systems, providing a durable and highly valued technical edge in crucial industry sectors.Welcome to "Mastering C & C++ Programming: From Fundamentals to Advanced," your comprehensive guide to becoming a proficient and versatile programmer in both C and C++ languages. Whether you're a complete novice or an experienced coder looking to deepen your knowledge, this course is meticulously designed to take you on a transformative journey from mastering the basics to tackling advanced concepts in C and C++ programming.C and C++ are two of the most powerful and widely-used programming languages, known for their efficiency, performance, and versatility across various domains, including systems programming, game development, and embedded systems. This course is carefully crafted to provide you with a solid understanding of both languages, equipping you with the skills to write efficient and scalable code for a wide range of applications.Key Highlights:Foundations of C Programming: Familiarize yourself with the fundamentals of C programming, including syntax, data types, control structures, and functions.Object-Oriented Programming (OOP) in C++: Learn the principles of OOP in C++, including classes, objects, inheritance, polymorphism, and encapsulation.Memory Management in C and C++: Understand memory management concepts in C and C++, including dynamic memory allocation, pointers, and memory leaks.STL and Standard Library: Explore the Standard Template Library (STL) and standard library features in C++, including containers, algorithms, and I/O operations.File Handling: Master file handling techniques in C and C++ for reading from and writing to files, enabling interaction with external data sources.Advanced Topics: Delve into advanced topics such as multithreading, exception handling, and performance optimization in both C and C++ programming.Why Choose?Comprehensive Learning: This course covers both C and C++ programming languages from fundamentals to advanced topics, ensuring a well-rounded understanding of both languages.Expert Instruction: Benefit from the guidance of experienced instructors passionate about C and C++ programming and dedicated to your success.Lifetime Access: Enroll once and enjoy lifetime access to course materials, allowing you to learn at your own pace and revisit concepts whenever necessary.Career Advancement: Proficiency in C and C++ programming is highly valued in various industries, making this course an asset for career growth and professional development.Embark on your journey to master C and C++ programming! Enroll now in "Mastering C & C++ Programming: From Fundamentals to Advanced" and acquire the skills needed to write efficient, scalable, and robust code in both languages. Whether you're aiming for a career in software development, systems programming, or game development, this course equips you with the knowledge and skills to excel in the world of C and C++ programming. Don't miss this opportunity to become a proficient C and C++ programmer!Who this course is for:Anyone who want to learn C++ programming language
4.4
Maria EduCare
đ€
Related AI Tools
Course Details
Instructor:Logic Labs
Duration:Self-paced
Language:English
Code:
Expires:Jul 19, 2026
đ
Premium Course Collection
Get access to 115+ premium paid courses collection with 8000+ videos and 3500+ files on Telegram
8000+ Videos & 3500+ Files
Web Dev, DSA, AI/ML & More
Top Instructors (Apna College, PW Skills)
Instructor:Logic Labs
Duration:Self-paced
Language:English
Code:
Expires:Jul 19, 2026
đ
Premium Course Collection
Get access to 115+ premium paid courses collection with 8000+ videos and 3500+ files on Telegram