CNC Programming, Data Science and Machine Learning and Automation Training for Machining

Apex Learning

Digital certificate

Digital certificate - Included

Hard copy certificate

Hard copy certificate - Included

Assessment

Included in course price

Our CNC Programming, Data Science, and Machine Learning for Machining program is designed for individuals seeking to advance their skills in the field of manufacturing. By mastering these cutting-edge technologies, you'll be able to optimize production processes, improve product quality, and drive innovation. Our comprehensive curriculum covers both theoretical foundations and practical applications, ensuring that you are equipped to excel in this dynamic industry.

Course Curriculum of CNC Programming, Data Science and Machine Learning and Automation Training for Machining Bundle:

⇒ Course 01: CNC Programming

• Section 01: Scope of the Course
• Section 02: Numerical Control of Machine Tools
• Section 03: CNC- Computer Numerical Control Syst
• Section 04: Components of CNCs
• Section 05: Point to Point CNC Machines
• Section 06: Incremental & Absolute CNC Machines
• Section 07: Open & Close Control Loop CNC Machines
• Section 08: 2 &3 Axes CNC Machines
• Section 09: Importance of Higher axes Machining
• Section 10: Programming Format
• Section 11: Cartesian Coordinate System
• Section 12: How to Write a Program
• Section 13: Basic CNC Programming (Absolute Mode)
• Section 14: Basic CNC Programming (Incremental)
• Section 15: A Simple Coding Exercise
• Section 16: Applications of CNC

⇒ Course 02: Data Science & Machine Learning with Python

• Introduction to Machine Learning – Part 1 – Concepts , Definitions and Types
• Introduction to Machine Learning – Part 2 – Classifications and Applications
• System and Environment preparation – Part 1
• System and Environment preparation – Part 2
• Learn Basics of python – Assignment 1
• Learn Basics of python – Assignment 2
• Learn Basics of python – Functions
• Learn Basics of python – Data Structures
• Learn Basics of NumPy – NumPy Array
• Learn Basics of NumPy – NumPy Data
• Learn Basics of NumPy – NumPy Arithmetic
• Learn Basics of Matplotlib
• Learn Basics of Pandas – Part 1
• Learn Basics of Pandas – Part 2
• Understanding the CSV data file
• Load and Read CSV data file using Python Standard Library
• Load and Read CSV data file using NumPy
• Load and Read CSV data file using Pandas
• Dataset Summary – Peek, Dimensions and Data Types
• Dataset Summary – Class Distribution and Data Summary
• Dataset Summary – Explaining Correlation
• Dataset Summary – Explaining Skewness – Gaussian and Normal Curve
• Dataset Visualization – Using Histograms
• Dataset Visualization – Using Density Plots
• Dataset Visualization – Box and Whisker Plots
• Multivariate Dataset Visualization – Correlation Plots
• Multivariate Dataset Visualization – Scatter Plots
• Data Preparation (Pre-Processing) – Introduction
• Data Preparation – Re-scaling Data – Part 1
• Data Preparation – Re-scaling Data – Part 2

And more...

⇒ Course 03: Data Science & Machine Learning with R

• Data Science and Machine Learning Course Intro
• Getting Started with R
• Data Types and Structures in R
• Intermediate R
• Data Manipulation in R
• Data Visualization in R
• Creating Reports with R Markdown
• Building Webapps with R Shiny
• Introduction to Machine Learning
• Data Preprocessing
• Linear Regression: A Simple Model
• Exploratory Data Analysis
• Linear Regression: A Real Model
• Logistic Regression
• Starting A Career in Data Science

=========>>>>> And 27 More Courses <<<<<=========

How will I get my Certificate?

After successfully completing the course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement.

• PDF Certificate: Free (Previously it was £9.99*30 = £299.7)

Hard Copy Certificate: Free (For The Title Course: Previously it was £14.99)

This course is ideal for individuals who:

• Manufacturing professionals looking to enhance their skills and knowledge.
• Engineers interested in exploring the intersection of technology and manufacturing.
• Individuals with a passion for automation and robotics.
• Students seeking a career in manufacturing or related fields.

CNC Programming, Data Science and Machine Learning and Automation Training for Machining course is fully compatible with PCs, Macs, laptops, tablets and smartphones.

• CNC Programmer: £25,000 - £35,000 per year
• Manufacturing Engineer: £30,000 - £45,000 per year
• Data Scientist: £35,000 - £55,000 per year
• Automation Engineer: £35,000 - £50,000 per year
• Robotics Engineer: £40,000 - £60,000 per year

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