ใญใฃใชใขใใน
In this Certificate in Machine Learning: Understanding the Basics, you'll learn about job market trends and skill demands for machine learning professionals in the UK. Machine learning is an ever-evolving field, and mastering the fundamentals will allow you to excel in this in-demand industry.
This program will cover the basic concepts, tools, and techniques needed to kickstart your career in machine learning. The curriculum includes:
1. **Python for Machine Learning** (
primary keyword): Python is the most popular language in the data science and machine learning industry. In this section, you'll learn the basics of Python programming and how to use popular libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization.
2. **SQL and Data Management** (
primary keyword): Structured Query Language (SQL) is essential for working with databases. You'll learn how to write efficient SQL queries to extract, manipulate, and manage data.
3. **Data Analysis** (
primary keyword): In this section, you'll learn the fundamentals of data analysis, including data preprocessing, data cleaning, and exploratory data analysis.
4. **Deep Learning** (
primary keyword): Deep learning is a subset of machine learning that focuses on training artificial neural networks. You'll be introduced to popular deep learning frameworks like TensorFlow and Keras and learn how to design and train neural networks.
5. **Natural Language Processing** (
primary keyword): Natural Language Processing (NLP) deals with the interaction between computers and human languages. You'll learn the basic concepts of NLP and how to apply these techniques to text data.
Upon completing this program, you'll have a solid foundation in machine learning and be prepared to enter the job market. In the UK, machine learning professionals can expect a wide range of job opportunities, with roles including data engineer, machine learning engineer, and data scientist. The average salary for machine learning professionals in the UK is ยฃ55,000 - ยฃ70,000 per year, depending on experience and job responsibilities.
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ใใฎใณใผในใฏใใญใฃใชใข้็บใฎใใใฎๅฎ็จ็ใช็ฅ่ญใจในใญใซใๆไพใใพใใใใใฏ๏ผ
- ่ชๅฏใใใๆฉ้ขใซใใฃใฆ่ชๅฎใใใฆใใชใ
- ่ชๅฏใใใๆฉ้ขใซใใฃใฆ่ฆๅถใใใฆใใชใ
- ๆญฃๅผใช่ณๆ ผใฎ่ฃๅฎ
ใณใผในใๆญฃๅธธใซๅฎไบใใใจใไฟฎไบ่จผๆๆธใๅใๅใใพใใ
ใชใไบบใ
ใใญใฃใชใขใฎใใใซ็งใใกใ้ธใถใฎใ
ใฌใใฅใผใ่ชญใฟ่พผใฟไธญ...
ใใใใ่ณชๅ
็งใใกใฎใณใผในใฏใไปฅไธใๅซใ้ไธญๅญฆ็ฟไฝ้จใๆไพใใพใ๏ผ
- ้่ฆใชใใใใฏใใซใใผใใๅ
ๆฌ็ใชใณใผในๆๆ
- ใใชใใฎใใผใบใซๅใใใๆ่ปใชๅญฆ็ฟในใฑใธใฅใผใซ
- ่ชๅทฑใใผในใฎๅญฆ็ฟ็ฐๅข
- ็ป้ฒๆ้ไธญใฎใณใผในใณใณใใณใใธใฎใขใฏใปใน
- ใณใผในๅฎไบๆใฎไฟฎไบ่จผๆๆธ
ใใชใใฎในใฑใธใฅใผใซใซๅใใใฆ2ใคใฎๆ่ปใชๅญฆ็ฟใในใๆไพใใพใ๏ผ
- ใใกในใใใฉใใฏ๏ผ ้ฑ3-4ๆ้ใฎๅญฆ็ฟใง1ใถๆใงๅฎไบ
- ในใฟใณใใผใใขใผใ๏ผ ้ฑ2-3ๆ้ใง2ใถๆใงๅฎไบ
่ชๅใฎใใผในใง้ฒๆญฉใใ24ๆ้ๅนดไธญ็กไผใงๆๆใซใขใฏใปในใงใใพใใ
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- AccessCourseMaterials
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SelfPacedCourseNote
ProgramDesignedProvide
WhatYouWillGain
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- ้่ฆใชใใใใฏใใซใใผใใๅ
ๆฌ็ใชใณใผในๆๆ
- UnderstandingKeyConcepts
ๆญฃๅผใช่ณๆ ผใฎ่ฃๅฎ
ใใฎใณใผในใฏใไธป้กๅ้ใฎ็ฅ่ญใจ็่งฃใๆไพใใไปฅไธใซไพกๅคใใใใพใ๏ผ
- ๅ้ใฎ็่งฃใๆทฑใใ
- ๅฐ้่ฝๅ้็บใใผใใใฉใชใชใซ่ฟฝๅ
- ๅญฆ็ฟใธใฎใณใใใใกใณใใ็คบใ
- ไธป้กใฎๅบ็ค็ฅ่ญใๆง็ฏ
- ๆขๅญใฎใญใฃใชใขใในใใตใใผใ
ใใฎใณใผในใฏ่ฒด้ใช็ฅ่ญใๆไพใใพใใใ็นๅฎใฎใญใฃใชใขๆๆใๅฐฑ่ทใไฟ่จผใใใใฎใงใฏใชใใใจใซใๆณจๆใใ ใใใใณใผในใฎไพกๅคใฏใ็ฟๅพใใ็ฅ่ญใๅฐ้็ใชๆ่ใงใฉใฎใใใซๆดป็จใใใใซใใฃใฆๆฑบใพใใพใใ
ใชใผใใณ็ป้ฒใทในใใ ใ้ใใฆใใณใผในๆๆใธใฎๅณๅบงใฎใขใฏใปในใๆไพใใฆใใพใใใใใฏไปฅไธใๆๅณใใพใ๏ผ
- ใณใผในๆ้ใๆฏๆใฃใ็ฌ้ใซใณใผในใ้ๅงใใใพใ
- ๅพ
ๆฉๆ้ใๅบๅฎ้ๅงๆฅใฏใใใพใใ
- ๆฏๆใๆใซใในใฆใฎใณใผในๆๆใธใฎๅณๅบงใฎใขใฏใปใน
- ใ้ฝๅใฎ่ฏใๆใซ้ๅงใใๆ่ปๆง
ใใฎ่ชๅทฑใใผในใขใใญใผใใซใใใๆขๅญใฎใณใใใใกใณใใซๅญฆ็ฟใ้ฉๅฟใใใชใใใใใใซใใญใใงใใทใงใใซ้็บใฎๆ
ใๅงใใใใจใใงใใพใใ
็งใใกใฎใณใผในใฏใไปฅไธใๆไพใใๅ
ๆฌ็ใช่ช็ฟใใญใฐใฉใ ใจใใฆ่จญ่จใใใฆใใพใ๏ผ
- 24ๆ้ๅนดไธญ็กไผใงใขใฏใปในๅฏ่ฝใชๆง้ ๅใใใๅญฆ็ฟๆๆ
- ่ช็ฟใฎใใใฎๅ
ๆฌ็ใชใณใผในๅ
ๅฎน
- ใฉใคใในใฟใคใซใซๅใใใๆ่ปใชๅญฆ็ฟในใฑใธใฅใผใซ
- ๅฟ
่ฆใชใในใฆใฎใชใฝใผในใจๆๆใธใฎใขใฏใปใน
ใใฎ่ชๅทฑไธปๅฐๅๅญฆ็ฟใขใใญใผใใซใใใ่ชๅใฎใใผในใง้ฒๆญฉใงใใๅญฆ็ฟในใฑใธใฅใผใซใฎๆ่ปๆงใๅฟ
่ฆใจใใๅฟใใๅฐ้ๅฎถใซ็ๆณ็ใงใใใฉใคใใฏใฉในใๅฎ่ทตใปใใทใงใณใฏใใใพใใใใใณใผในๆๆใฏ่ช็ฟใ้ใใฆไธป้กใฎๅพนๅบ็ใช็่งฃใๆไพใใใใใซ่จญ่จใใใฆใใพใใ
