Email the Author
You can use this page to email Venelin Valkov about Hands-On Machine Learning from Scratch.
About the Book
Hello!
Recent developments in the field of Artificial Intelligence made Machine Learning methods usable and efficient in practice. Tools like PyTorch, TensorFlow, Scikit-Learn make it easy to build your first model.
Unfortunately, reading through a Machine Learning/Deep Learning tutorial showing how to use a library will leave you asking - why does it work, when can I use that and how can I improve it? Now what? This book will help you answer those questions!
What is in for you?
- Step-by-step guide on how to approach, visualize and solve data science problems
- Learn why and when Machine Learning is the right tool for the job
- Learn how to process CSV, text, and image data
- Develop Linear Regression, Logistic Regression, Decision Tree, Neural Network, and other models. Use your models to solve real-world problems.
- Find how to improve low performing models
- Learn how to use Python libraries like NumPy, Pandas, Seaborn and more
- Complete source code (notebooks) that works and runs in the cloud
Welcome to the amazing world of Machine Learning!
About the Author
Hello there!
I'm excited to welcome you to the wonderful world of Machine Learning! My name is Venelin and I'm thrilled to be your guide on this journey.
With over 5 years of experience in Machine Learning and 10+ years in Software Development, I have worked on several exciting projects, ranging from sentiment analysis, price prediction, and document text extraction to training Object Detection algorithms. Currently, my focus is on Large Language Models such as ChatGPT, which has been a fascinating area of exploration for me.
I look forward to sharing my knowledge and experience with you and helping you discover the limitless possibilities that Machine Learning offers. Let's embark on this adventure together!