Introduction
WE are focusing on why data science and machine learning is a skill for every Nigerian youths who wants to choose a skill. It’s very obvious that there are so many graduates today in Nigeria that are unemployed. The course of study and your grades does not guarantee you employment as a Nigerian graduate. Since our corrupt government is paying no attention to the issue of unemployment, I think it’s the best time for Nigerian youths/graduates to shift their minds to acquiring digital skills which Data Science and Machine Learning is a skill suggestion for Nigerian Youths.
What is data science?
Data science is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. Data science encompasses preparing data for analysis, including cleansing, aggregating, and manipulating the data to perform advanced data analysis. Analytic applications and data scientists can then review the results to uncover patterns and enable business leaders to draw informed insights. Data science combines multiple fields, including statistics, scientific methods and artificial intelligence (AI), and data analysis, to extract value from data. Those who practice data science are called data scientists, and they combine a range of skills to analyze data collected from the web, smartphones, customers, sensors, and other sources to derive actionable insights.
What does a data scientists do?
- A career as a data scientist involved turning data into value. Job responsibilities include retrieving and analyzing data to improve business performance, and building AI tools that can automate tasks.
- Data scientists are big data wranglers, gathering and analyzing large sets of structured and unstructured data. ... A data scientist's work typically involves making sense of messy, unstructured data, from sources such as smart devices, social media feeds, and emails that don't neatly fit into a database.
Why There’s a demand for data scientists?
- Data is being generated day by day at a massive rate and to process such massive data sets, Big Firms, Companies are hunting for good data scientists to extract valuable data insights from these data sets and using them for various business strategies, models, plans, etc.
- More and more companies are coming to realize the importance of data science, AI, and machine learning. Regardless of industry or size, organizations that wish to remain competitive in the age of big data need to efficiently develop and implement data science capabilities or risk being left behind.
How do I become a data scientist from scratch?
Data science involves a plethora of disciplines and expertise areas to produce a holistic, thorough, and refined look into raw data. Data scientists must be skilled in everything from data engineering, math, statistics, advanced computing, and visualizations to be able to effectively sift through muddled masses of information and communicate only the most vital bits that will help drive innovation and efficiency. You need to acquire the following skills.
- Learn Python
- Learn Statistics
- Data Collection
- Data Cleaning
- Data Cleaning5. Acquaintance With EDA( Exploratory Data Analysis)
- Machine Learning & Deep Learning
- Learn Deploying of ML model
- Real-World Testing9. Exploring and Practicing datasets on Kaggle, Analytics Vidhya
- Analytical Curiosity
- Non-Technical Skills
5 ways to succeed as a data scientist in Nigeria
To succeed as a data scientist in Nigeria you need to be consistent.
What is the actual salary for data scientist in Nigeria?
An early carrier Data scientist with 1-4years of experience earns an average total compensation (includes tips, bonus and overtime pay) of #1,375,767 based on 22 salaries. A mid-carrier data scientist earns average total compensation of #1,960,000 based on salaries.
What is machine learning?
Machine learning (ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values. Machine learning is a data analytics technique that teaches computers to do what comes naturally to humans and animals: learn from experience. Machine learning algorithms use computational methods to “learn” information directly from data without relying on a predetermined equation as a model.
What is machine learning skill important?
Machine learning is important because it gives enterprises a view of trends in customer behavior and business operational patterns, as well as supports the development of new products. Many of today's leading companies, such as Facebook, Google and Uber, make machine learning a central part of their operations. Machine learning has become a significant competitive differentiator for many companies.
- Machine learning engineers typically require a master's degree or PhD in computer science, software engineering, or a related field for the best career prospects. Most job advertisements in fields involving AI or machine learning are for machine learning engineers.
- It takes approximately six months to complete a machine learning engineering curriculum. If an individual is starting without any prior knowledge of computer programming, data science, or statistics, it can take longer.f computer programming, data science, or statistics, it can take longer.
What is the actual salary for a machine learnig engineering?
On average, Machine Learning Engineers are paid higher salaries than regular software engineers. Based on these findings, we have come to the conclusion that Machine Learning Professionals get higher compensation than other IT Professionals. An average machine learning engineer in Nigeria earns ₦8,000,000.
Conclusion
Make up your mind to acquire this skill today and you will never regret it.
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