Machine Learning Hands-on Course (Udemy.com)
Machine Learning & Data Science in python with real life based hands-on practice. Source codes included.
Created by: Sanjay Singh
Produced in 2022
What you will learn
- Make predictions using Simple, Polynomial, and Multinomial Linear Regression
- Classify data using Logistic Regression, K-Nearest Neighbors (KNN), Support Vector Machine (SVM), Decision Tree, Naive Bayes, and Ensemble Modeling.
- Data Visualization with MatPlotLib and Seaborn
- Use train, test and Cross Validation to choose and tune data
- Feature Engineering (Reduce Noise, Outliers) and Data Preprocessing
- Practical examples of How to trade-off between Bias and Variance
- Real life projects for hands-on practice
- All the source codes are made available to you for your use
- Understand Reinforcement Learning
- Understand how to implement Machine Learning at massive scale
- Understand Tensor Flow and Keras
- Understand math and statistics behind Machine Learning models
Quality Score
Overall Score : 100 / 100
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Course Description
From basic concepts about Python Programing, Supervised Machine Learning, Unsupervised Machine Learning to Reinforcement Machine Learning, Natural Language Processing (NLP), this course covers it all you need to know to become a successful Machine Learning Professional!
But that's not all! Along with covering all the steps of Machine Learning functions, this course also has quizzes and projects, which allow you to practice the things learned throughout the course!
You'll not only learn about the concepts, but also practice each of those concepts through hands-on and real life Projects.
And if you do get stuck, you benefit from an extremely fast and friendly support - both via direct messaging or discussion. You have my word!
With more than two decades of IT experience, I have designed this course for students and professionals who wish to master how to develop and support industry standard Machine learning projects.
This course will be kept up-to-date to ensure you don't miss out on any changes once Machine Learning is required in your project!
Why Machine Learning?
In modern times, Machine Learning is one of the most popular (if not the most!) career choices. According available data, Machine Learning Engineer Is The Best Job of 2019 with a 344% growth and an average base salary of $146,085 per year.
If you are looking for a thriving career in Data Analytics, Artificial Intelligence, Robotics, this is the right time to learn Machine Learning.
Get a very deep understanding of Machine Learning!Who this course is for:
- Students and professionals who want to become Machine Learning Expert or Data Scientist.
- IT Professionals, Mathematicians, Statisticians.
- Machine learning enthusiasts.
- Project Managers, Data Analytics, and Business Intelligence Professionals.
- Python developers.
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Instructor Details
- 5.0 Rating
4 Reviews
Sanjay Singh
Hi, I am Sanjay!
I am IIT Bombay graduate with more than two decades of IT experience. You can call me a curious guy with fascination for Data and Machine Learning.
I have led several business transformation projects for Infosys, Toshiba, Canon, Fujitsu, and Sanrusha across Europe, USA, Canada, and India.
I love teaching IT technologies.I have been teaching to my students, project team mates, customers. My students are working for several Fortune 500 companies.
All my courses are backed by several years of experience on those technologies.
Enjoy the courses. I look forward to wonderful association with you!
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Reviews
- Video Duration:
6.5h - Price: 11.99 Track Price 11.99 Track Price
- Provider:
Udemy - Year:
2022 - Language:
English - Certificate:
Yes
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