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Professional Certificate in Machine Learning with Python
Flexible learning: Enroll today to start learning anytime, anywhere
Educational Excellence: Trusted by thousands of learners worldwide
Educational Excellence: Trusted by thousands of learners worldwide
Overview
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Learning outcomes
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Course content
1
Introduction to Machine Learning
2
Data Preprocessing and Cleaning
3
Exploratory Data Analysis
4
Supervised Learning Algorithms
5
Unsupervised Learning Techniques
6
Model Evaluation and Selection
7
Feature Engineering and Selection
8
Deep Learning Fundamentals
9
Model Deployment and Maintenance
10
Ethics in Machine Learning
11
Introduction to Machine Learning
12
Data Preprocessing and Feature Engineering
13
Supervised Learning Algorithms
14
Unsupervised Learning Algorithms
15
Model Evaluation and Validation
16
Optimization and Regularization Techniques
17
Deep Learning Fundamentals
18
Natural Language Processing
19
Time Series Analysis
20
Reinforcement Learning
21
Data Preprocessing
22
Regression Analysis
23
Classification Algorithms
24
Clustering Techniques
25
Dimensionality Reduction
26
Model Evaluation
27
Hyperparameter Tuning
28
Ensemble Methods
29
Deep Learning
30
Natural Language Processing
31
Introduction to Machine Learning
32
Data Preprocessing and Feature Engineering
33
Supervised Learning Algorithms
34
Unsupervised Learning Algorithms
35
Model Evaluation and Selection
36
Deep Learning Concepts
37
Time Series Forecasting
38
Natural Language Processing
39
Reinforcement Learning
40
Machine Learning in Practice
41
Introduction to Machine Learning
42
Data Preprocessing
43
Supervised Learning
44
Unsupervised Learning
45
Model Evaluation
46
Feature Selection
47
Dimensionality Reduction
48
Hyperparameter Tuning
49
Model Deployment
50
Advanced Topics in Machine Learning
Duration
The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months
Course fee
The fee for the programme is as follows:
Fast track - 1 month: GBP £149
Standard mode - 2 months: GBP £99
Career Path
Key facts
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Why this course
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Frequently asked questions
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Student Reviews
Jacob Thompson
USI can't express how impressed I am with Stanmore's Professional Certificate in Machine Learning with Python. As a data analyst, I wanted to upskill and dive deeper into machine learning. The course exceeded my expectations, with practical content and real-world applications. The Jupyter notebooks were fantastic, filled with clear instructions and examples. I'm now able to build machine learning models from scratch and apply them to my work. Highly recommended!
Emily Patel
GBAs a student at Stanmore School of Business, I found the 'Professional Certificate in Machine Learning with Python' to be exceptional. The course content is well-structured, and the assignments helped me understand practical applications of machine learning algorithms. The course materials, including videos and quizzes, are relevant and engaging. Overall, I'm pleased with my learning experience and feel more confident in pursuing a career in data science.
Liam Chen
CNStanmore's machine learning course is a solid introduction to Python and ML techniques. I appreciated the balanced approach between theoretical concepts and hands-on exercises. The course helped me grasp fundamental ideas and create predictive models. Though I would have liked more in-depth coverage of certain topics, I'm satisfied with my progress and plan to continue learning with Stanmore.
Sophia White
AUWhat an amazing course! As a beginner to machine learning, I was nervous about jumping in, but Stanmore's 'Professional Certificate in Machine Learning with Python' made it enjoyable and manageable. The course covered a wide variety of topics, from data preprocessing to model evaluation, and the practical examples made it easy to grasp. I'm now able to build and train ML models using Python, and I couldn't be happier with my learning experience!
Gain expertise in machine learning techniques using Python programming language, covering topics such as data preprocessing, modeling, and evaluation.
Earn a Certificate
Showcase your achievement with a professional certificate upon successful course completion.