Hands-On Python Machine Learning with Real World Projects

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Sayman Creative Institute

4:08:22

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1 -Introduction.mp4

02:06

2 -Introduction to machine learning in python.mp4

11:10

3 -Understanding Machine Learning.mp4

14:41

4 -Why use Python for Machine Learning.mp4

11:33

5 -Getting Started.mp4

13:45

6 -Basics of Python and Interface of the Jupyter Notebook.mp4

20:25

7 -Numpy and it s Inbuilt Functions- Part 1.mp4

22:33

8 -Numpy and it s Inbuilt Functions- Part 2.mp4

43:50

9 -8. Learning Data Frames and Data Series in Pandas.mp4

33:58

10 -Reading the .CSV Files Using Different Parameters in Pandas- Part 1.mp4

26:34

11 -Reading the .CSV Files Using Different Parameters in Pandas- Part 2.mp4

30:58

12 -Class Project 1.mp4

09:50

13 -Class Project 2.mp4

06:59

Description

Python Based Machine Learning Course with Practical Exercises and Case Studies

What You'll Learn?

Applications of machine learning
Data manipulation and analysis
Building a predictive model to forecast sales
Essential Python libraries (NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn)

Who is this for?

Anyone who want to learn machine learning with python

What You Need to Know?

No experience required

More details

Description
Are you ready to unlock the power of machine learning with Python? This comprehensive course is designed to equip you with the essential skills to build predictive models that can solve real-world problems.
From beginner to expert, we'll guide you through the entire machine learning process, starting with the fundamentals of Python programming. You'll learn how to:
Prepare and clean data for analysis
Explore different machine learning algorithms and their applications
Build and train predictive models using popular libraries like Scikit-learn and TensorFlow
Evaluate model performance and refine your approach
Apply machine learning techniques to a variety of real-world problems, including:
Regression: Predicting continuous values (e.g., house prices)
Classification: Categorizing data (e.g., spam detection)
Clustering: Grouping similar data points (e.g., customer segmentation)
Neural networks and deep learning: Building complex models for tasks like image and natural language processing
Throughout the course, you'll work on hands-on projects that will help you solidify your understanding and develop practical skills. We'll also provide you with real-world case studies to demonstrate how machine learning can be applied to solve business challenges.
By the end of this course, you'll be able to:
Confidently use Python for machine learning tasks
Build and deploy predictive models that drive business value
Stay up-to-date with the latest trends in machine learning
Who this course is for:
Anyone who want to learn machine learning with python

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Machine Learning

Sayman Creative Institute

Instructor's Courses

Hello there! Welcome to Sayman Creative Institute and we are excited to be your mentor on this exciting journey into the realms of Graphics Design and Video Editing. With a decade-long adventure in these dynamic fields, I'm here to share insights, techniques, and creative processes that will empower you to bring your ideas to life.Unleash Your Creative Superpowers: Join us as we dive headfirst into the exhilarating world of graphics design. From understanding design fundamentals to conquering advanced techniques in Adobe Creative Suite, we'll traverse a spectrum of artistic expression. Let's unlock your ability to create stunning visuals that leave a lasting impact.Craft Visual Stories That Resonate: Lights, camera, creativity Together, we'll explore the art of video editing, where every frame holds a piece of the narrative puzzle. From slicing and dicing footage to seamlessly blending visual effects, We are here to guide you through Adobe Premiere Pro, After Effects, and other tools that professionals use.Why Learn With Me? Having worked with global brands and independent creators, our journey has equipped us with a treasure trove of practical insights. Our goal is to demystify complex concepts and equip you with actionable skills. Whether you're a curious beginner or a seasoned creator seeking to refine your abilities, our courses are tailored to all skill levels.What Awaits You: Prepare for an engaging learning experience Our courses blend theory with hands-on projects, ensuring that you not only grasp concepts but also apply them to real-world scenarios. Let's not just create designs and videos – let's create stories that resonate.Join the Creative Community: Learning is an adventure best shared. By enrolling in our courses, you're joining a community of like-minded learners. Engage in discussions, exchange ideas, and grow together as we navigate this exciting creative landscape.Stay Connected: The journey doesn't end when the course is over. We committed to your growth, so stay connected for updates, tips, and even more creative inspiration.Let's embark on this creative odyssey together. Enroll in one of our courses today, and let's start transforming your ideas into captivating visuals that leave a mark.

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