Machine Learning and Data Science Masterclass with Python - CPD Certified
Free: CPD Certificate, Transcript, Email Template, Cover Letter & Resume Template, Checklist, Q&A Guide
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Summary
- CPDQE Certificate on Machine Learning and Data Science Masterclass - Free
- Official Transcript of Machine Learning and Data Science Masterclass - Free
- Reed courses certificate of completion - Free
- Tutor is available to students
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Overview
Machine Learning and Data Science Masterclass with Python - CPD Certified
Embark on a transformative journey into the world of Machine Learning with our comprehensive Machine Learning course. From mastering Python for Data Science & Machine Learning to delving into Statistics, Probability, and advanced techniques like Ensemble Learning, this course is your gateway to a rewarding career in Machine Learning. Don't miss out on the opportunity to become a skilled Machine Learning practitioner – enrol today!
Key Performance Metrics in Machine Learning and Data Science Masterclass with Python:
- Apply core Machine Learning principles to real-world data science challenges.
- Analyse data using relevant tools and techniques for Machine Learning.
- Proficiently use Python for Machine Learning tasks.
- Apply statistical methods to derive insights for Machine Learning.
- Use probability and hypothesis testing in Machine Learning decision-making.
- Employ NumPy and Pandas for data tasks in Machine Learning.
- Create impactful Python visualisations for Machine Learning results.
- Understand key Machine Learning algorithms and their applications.
- Optimise data for Machine Learning through feature selection and engineering.
- Choose appropriate models for Machine Learning based on data and goals.
Accreditation
This Machine Learning and Data Science Masterclass with Python Course is CPDQE Accredited, which serves as an impactful mechanism for skill enhancement.
Perks:
- Dual Certificate
- 30 CPD Points
- 24/7 Tutor Support
Certificates
CPDQE Certificate on Machine Learning and Data Science Masterclass
Digital certificate - Included
Official Transcript of Machine Learning and Data Science Masterclass
Digital certificate - Included
Reed courses certificate of completion
Digital certificate - Included
Will be downloadable when all lectures have been completed
Curriculum
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Python for Data Science & Machine Learning from A-Z 1:12:56
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Data Science & Machine Learning Concepts 1:07:35
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Python For Data Science 3:54:10
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Statistics for Data Science 1:09:05
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Probability and Hypothesis Testing 21:46
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NumPy Data Analysis 52:30
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Pandas Data Analysis 33:57
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Python Data Visualization 47:04
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Introduction to Machine Learning 26:03
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Data Loading & Exploration 13:05
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Data Cleaning 16:23
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Feature Selecting and Engineering 06:11
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Linear and Logistic Regression 49:16
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K Nearest Neighbours 1:36:41
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Decision Trees 2:51:02
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Ensemble Learning and Random Forests 1:44:01
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Support Vector Machines 1:41:48
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K-Means 1:00:15
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PCA 2:01:12
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Data Science Career 35:09
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Bonus Resource 36:00
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Career Resource and Templates 3:33:00
Course media
Description
This comprehensive Machine Learning course embarks on an exciting journey into the realm of Machine Learning. From mastering Python for data science to delving into advanced algorithms like Random Forests and Support Vector Machines, you'll acquire the skills and knowledge necessary for a successful Machine Learning career. Elevate your data science capabilities and unlock opportunities for a promising future in Machine Learning with our program.
Exploring Data Science and Machine Learning Careers
Welcome to our journey into the world of data science and machine learning! In this section, we've prepared 7 engaging video lectures, with a total duration of 1 hour. We'll dive deep into the exciting realm of data science, exploring job roles, and uncovering numerous opportunities within this dynamic field.
Mastering Data Science & Machine Learning Concepts
In this section, we'll lay the foundation for your data science and machine learning journey. You'll grasp key concepts like data science, machine learning algorithms, deep learning, and more. We'll provide interactive content and quizzes to ensure you're not just learning but actively engaging with these fundamental ideas.
Python's Role in Data Science
Python is the backbone of data science, and in this extensive section, we have packed in 20 insightful lectures and interactive multiple-choice question all about Python for data science. Topics include essential tools like Jupyter and Colab, Python variables, Booleans, operators, numbers, strings, and conditional statements. You'll also delve into Python data structures, including lists, tuples, dictionaries, sets, various data types, functions, and even object-oriented programming. Get ready to harness the power of Python in your data science and machine learning journey!
Statistics: The Data Science Foundation
Unlock the power of statistics in data science! Our engaging section guides you through key statistical concepts, essential for mastering data science. From variability measures to inferential statistics, our interactive content makes complex ideas accessible and relevant for your data science aspirations.
Probability & Hypothesis Testing in Data Science
Essential for data science, our section on Probability and Hypothesis Testing deepens your understanding with interactive learning. Explore probability theories and hypothesis testing methods that are critical in data science, enhancing your analytical skills for machine learning challenges.
NumPy for Python Data Analysis
NumPy, the cornerstone of Python data analysis, is demystified in this focused section. Learn about array operations, computations, and broadcasting, crucial for efficient data handling in Python. Our practical approach empowers your data science projects with machine learning-ready data.
Python Data Visualization Techniques
Transform data into insights with our Python Data Visualization section. Discover powerful Python libraries and techniques to visualize data trends and patterns. Perfect for data science enthusiasts, this section enhances your analytical skills, crucial for impactful machine learning insights.
Data Cleaning for Accurate Data Science
Clean data is the bedrock of successful data science. Learn the art of data cleaning and feature scaling to ensure precision in your data science projects. Our section equips you with essential skills to prepare clean, machine-learning-ready datasets.
Linear & Logistic Regression: Machine Learning Basics
Grasp the fundamentals of machine learning with our Linear and Logistic Regression section. Understand Gradient Descent and Regression Analysis through Python, essential for practical machine learning applications in data science.
KNN: Machine Learning with Python
Explore KNN, a versatile machine learning algorithm, in our comprehensive guide. Learn about model types, distance metrics, and implementation using Python, enhancing your data science toolkit.
Decision Trees: Python Machine Learning Models
Dive into Decision Trees, a key machine-learning model in Python. Our section covers everything from entropy to ID3 algorithms, equipping you with the skills to implement and evaluate decision trees in your data science projects.
Who is this course for?
This Course is suitable for anyone interested to further progress there career in:
- Level 4 HNC in AI and Machine Learning
- Level 5 HND in AI and Machine Learning
- Level 6 BSc (Hons) in Machine Learning
- Level 7 MSc in Machine Learning
- Level 7 Professional Diploma in Machine Learning
- Level 7 Post Graduate Diploma in Machine Learning
- Level 7 MSc by Research in Machine Learning
- Level 8 PhD in Machine Learning
- Level 6 Certificate in Machine Learning
- Level 6 Diploma in Machine Learning
- Level 7 Certificate in Machine Learning
- Level 7 Diploma in Machine Learning
- Level 8 Certificate in Machine Learning
- Level 8 Diploma in Machine Learning
- Level 6 Graduate Diploma in Machine Learning
- Level 7 Graduate Diploma in Machine Learning
- Level 8 Graduate Diploma in Machine Learning
- Level 6 Postgraduate Diploma in Machine Learning
- Level 7 Postgraduate Diploma in Machine Learning
- Level 8 Postgraduate Diploma in Machine Learning
- Level 5 Diploma in Machine Learning and Data Science
- Level 6 Diploma in Data Science and Machine Learning
- Level 7 Diploma in Data Science and Machine Learning
Requirements
This Machine Learning and Data Science Masterclass with Python is open to all.
Career path
Taking Machine Learning Course will open up a variety of career options for you.
- Data Scientist
- Machine Learning Engineer
- Excel Analyst
- Python Developer
- Software developer
Questions and answers
Currently there are no Q&As for this course. Be the first to ask a question.
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Legal information
This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.