Introduction To Machine Learning with Python for beginners
What you'll learn
- Fundamentals of Python
- Fundamentals of Machine Learning
- Learn machine learning, its algorithms and application
- Machine Learning Workflow
- Learn about Python Packages for Machine Learning
- Classification, regression, clustering, anomaly detection
- Exploratory Data Analysis and Visualization
- How machines learn from data
- Different types of machine learning models and how to choose among them
- Supervised, unsupervised, reinforcement, and transfer learning
- How to collect and prepare data suitable for training and testing machine learning models
- Be able to use the Computer
- No or little knowledge of programming
- Use of Internet
This Complete Beginners Machine Learning Course - is a carefully designed course for absolute beginners to intermediate level audiences. The course is designed visually with interesting and clear code examples that anybody can take this course even without any prior programming experience. First few modules are designed to enable audiences to understand the foundational topics of Machine Learning (i.e., ML tools, techniques, Maths behind ML). Once students get the grip on ML, then they are taken to the Python and ML world. You can learn the course at your pace and practice the exercises provided at the end of the topics
Each section of the course is linked to the previous one in terms of utilizing what was already learned and each topic is supplied with lots of examples which will help students in their process of learning.
Throughout the course, the code examples are demonstrated using the popular tool Jupyter Notebook.
We recommend you to download the latest version (3.6) of Python from the Anaconda Distribution website covered in this course.
If you have any suggestions on topics that have not been covered, you can send them via private message. I will do my best to cover them as soon as possible.
Who this course is for:
- Anyone who wants to learn about Machine Learning and Python
- Software Engineers
- IT operations
- Technical managers
SkillCurb is in the business of making an impact through creating easy to understand cutting edge technology courses at affordable prices. We are proud to have our co-instructors from around the world that are certified and have years of practical experience working for the fortune 500 companies build quality courses for our students.
We focus on the next generation of technology platforms that will prepare our workforce for what's next to come in the future and secure a job in this competitive market.
One of our goals is to set aside part of our revenues to charitable causes that focus on providing education to under-privileged students.
Some of the key differentiators of our online courses:
1: Our instructors are passionate about technology and have been teaching on average for more than 10 years individually.
2: We make sure that our Practical Labs in the courses are the center of focus where students can learn to implement real-life use cases necessary to succeed at work.
3: All our courses have Capstone projects in the end where students can apply the skills learnt during the course and create awesome projects which can be showcased on their resumes and interviews.
4: All our lectures have Quizzes in the end which forces the student to start applying the key principles learnt.
5: We make sure that all complex ideas are broken down and Visually Explained for the students rather than showing them long winded text which at times is hard to conceptualize.
6: We make sure that our instructors communicate clearly and are highly proficient in delivering lectures in English.
7: We also try to add bonus reference material for the students that they can use for future reference i.e interview questions with answers and additional coding challenges with solutions.