Exclusive Deal! 94% Off, Today Only!
Buy 1 or more contact sale
Learn how to make a genuine difference in your life by taking our popular [course_title]. Our commitment to online learning and our technical experience have been put to excellent use within the content of these educational modules. By enrolling today, you can take your knowledge of Machine Learning to a whole new level and quickly reap the rewards of your study in the field you have chosen.
We are confident that you will find the skills and information that you will need to succeed in this area and excel in the eyes of others. Do not rely on substandard training or half-hearted education. Commit to the best, and we will help you reach your full potential whenever and wherever you need us.
Please note: that [course_title] provides valuable and significant theoretical training for all. However, it does not offer official qualifications for professional practice. Always check details with the appropriate authorities or management.
By completing the training in [course_title], you will be able to significantly demonstrate your acquired abilities and knowledge of Machine Learning. This can give you an advantage in career progression, job applications, and personal mastery in this area.
This course is designed to provide an introduction to Machine Learning and offers an excellent way to gain the vital skills and confidence to start a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Full-time and part-time learners are equally supported, and the study periods are entirely customisable to your needs.
Once you have completed all the modules in the [course_title] course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards.
The learners have to successfully complete the assessment of this [course_title] course to achieve the CPD accredited certificate. Digital certificates can be ordered for only £10. Learners can purchase printed hard copies inside the UK for £29, and international students can purchase printed hard copies for £39.
Section 01: Introduction | |||
Introduction to Course | 00:06:00 | ||
What is Machine Learning | 00:05:00 | ||
Life Cycle | 00:05:00 | ||
Section 02: Numpy Library | |||
Introduction to Numpy Library | 00:07:00 | ||
Creating Arrays from Scratch Continued | 00:05:00 | ||
Creating Arrays from Scratch Continued | 00:05:00 | ||
Array Indexing and Slicing | 00:10:00 | ||
Numpy Array Functions and Shape Modification | 00:09:00 | ||
Mathematical Operations on Numpy Arrays | 00:07:00 | ||
Introduction to Pandas Library | 00:10:00 | ||
Working with Pandas DataFrames | 00:07:00 | ||
Slicing and Indexing with Pandas | 00:07:00 | ||
Create DataFrame and Explore Dataset | 00:08:00 | ||
Data Analysis with Pandas DataFrame | 00:12:00 | ||
Other Useful Methods in Pandas Library | 00:04:00 | ||
Section 03: Matplotlib | |||
Introduction to Matplotlib | 00:06:00 | ||
Customizing Line Plots | 00:08:00 | ||
Create Plot Using DataFrame | 00:09:00 | ||
Standard Scaler to Scale the Data | 00:08:00 | ||
Encoding Categorical Data | 00:11:00 | ||
Sklearn Pipeline and Column Transformer | 00:12:00 | ||
Evaluation Metrics in Sklearn | 00:07:00 | ||
Linear Regression | 00:12:00 | ||
Evaluation of Linear Regression Model | 00:10:00 | ||
Section 04: Polynomial Regression | |||
Polynomial Regression | 00:13:00 | ||
Polynomial Regression Continued | 00:13:00 | ||
Sklearn Pipeline Polynomial Regression | 00:11:00 | ||
Decision Tree Classifier | 00:13:00 | ||
Decision Tree Evaluation | 00:07:00 | ||
Random Forest | 00:06:00 | ||
Support Vector Machines | 00:09:00 | ||
K-means Clustering | 00:04:00 | ||
KMeans Clustering – Hands On | 00:12:00 | ||
Data Loading and Analysis | 00:06:00 | ||
Dimensionality Reduction with PCA | 00:09:00 | ||
Hyper Parameter Tuning | 00:10:00 | ||
Summary | 00:02:00 | ||
Resource | |||
Resource | 00:00:00 |
1358
4.9
£799
848
4.9
£799