Machine Learning with Real World Projects

Go from Beginner to Super Advance Level in Machine Learning Algorithms using Python and Mathematical Insights.

217 on-demand videos & exercises

Level: All Levels

English

29hrs 47mins

Access on mobile, web and TV

Want to become a good Data Scientist? Then this is a right course for you. This course has been designed by IIT professionals who have mastered in Mathematics and Data Science. We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well. We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advance level. We have solved few Kaggle problems during this course and provided complete solutions so that students can easily compete in real world competition websites. All the codes and supporting files for this course are available at: https://github.com/PacktPublishing/Machine-Learning-with-Real-World-Projects

Master Machine Learning in Python.
Learn to use MatplotLib for Python Plotting.
Learn to use Numpy and Pandas for Data Analysis.
Learn to use Seaborn for Statistical Plots.
Learn All the Mathematics Required to understand Machine Learning Algorithms.
Implement Machine Learning Algorithms along with Mathematic intuitions.
Projects of Kaggle Level are included with Complete Solutions
Learning End to End Data Science Solutions.
All Advanced Level Machine Learning Algorithms and Techniques like Regularisations, Boosting, Bagging and many more included.
Learn All Statistical concepts To Make You Ninza in Machine Learning.
Real-World Case Studies.
Model Performance Metrics Deep Learning Model Selection.

Course Curriculum

About the Author

Geekshub is an online education company in the field of big data and analytics. Their aim as a team is to provide the best skill-set to their customers to make them job-ready and prepare them to crack any challenge. They have the best trainers for cutting-edge technologies such as machine learning, deep learning, Natural Language Processing (NLP), reinforcement learning, and data science. Their instructors are people who graduated from IIT, MIT and Standford. They are passionate about teaching the topics using curated real-world case studies that calibrate the learning experience of students.. Geekshub is an online education company in the field of big data and analytics. Their aim as a team is to provide the best skill-set to their customers to make them job-ready and prepare them to crack any challenge. They have the best trainers for cutting-edge technologies such as machine learning, deep learning, Natural Language Processing (NLP), reinforcement learning, and data science. Their instructors are people who graduated from IIT, MIT and Standford. They are passionate about teaching the topics using curated real-world case studies that calibrate the learning experience of students.