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Description of Data Science Courses
  • Data Science is an interdisciplinary field that combines statistics, mathematics, and computer science to extract insights and knowledge from data. It involves using various techniques such as data mining, machine learning, and visualization to analyze complex data sets and make informed decisions.
Common Things Learned
  • In Data Science courses, students learn how to collect, clean, and transform data into a usable format, how to analyze data using statistical and machine learning techniques, and how to visualize and communicate their findings. They also learn how to work with big data technologies such as Hadoop and Spark, as well as programming languages like Python and R. Additionally, they learn about ethical considerations and best practices in data science.
Typical Student
  • Typical students of Data Science courses are individuals with a background or interest in statistics, mathematics, or computer science. They may be working professionals looking to upskill or transition into a career in data science, or recent graduates seeking to enter the field. Students should have a strong foundation in mathematical concepts and programming languages such as Python or R.
 
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Machine Learning & Deep Learning in Python & R

by Start-Tech Academy
  • 4.4
35 hours on-demand video
Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R You're looking for a complete Machine Learning and Deep Learning course that can help you launch a flourishing career in the field of Data Science, Machine Learning, Python, R or Deep Learning, right?...
$14.99
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Complete Linear Regression Analysis in Python

by Start-Tech Academy
  • 4.1
7.5 hours on-demand video
Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also You're looking for a complete Linear Regression course that teaches you everything you need to create a Linear Regression model in Python, right? You've found the right Linear Regression course! After completing this course you will be able to:...
$12.99
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Neural Networks in Python: Deep Learning for Beginners

by Start-Tech Academy
  • 4.2
9 hours on-demand video
Learn Artificial Neural Networks (ANN) in Python. Build predictive deep learning models using Keras & Tensorflow| Python You're looking for a complete Artificial Neural Network (ANN) course that teaches you everything you need to create a Neural Network model in Python, right? You've found the right Neural Networks course! After completing this course you will be able to:...
$12.99
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SQL Masterclass: SQL for Data Analytics

by Start-Tech Academy
  • 4.5
8 hours on-demand video
SQL course covering basic to advanced SQL topics for SQL Database ( PostgreSQL ). Elucidates SQL Database for beginners 6 Reasons why you should choose this SQL course Carefully designed curriculum teaching you everything in SQL that you will need for Data analysis in businesses Business related examples and case studies based on SQL techniques, PostgreSQL, mySQL, data analysis techniques...
$16.99
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Artificial Neural Networks for Business Managers in R Studio

by Start-Tech Academy
  • 4.4
7.5 hours on-demand video
You do not need coding or advanced mathematics background for this course. Understand how predictive ANN models work You're looking for a complete Artificial Neural Network (ANN) course that teaches you everything you need to create a Neural Network model in R, right? You've found the right Neural Networks course! After completing this course you will be able to:...
$12.99
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Support Vector Machines in Python: SVM Concepts & Code

by Start-Tech Academy
  • 4.3
6 hours on-demand video
Learn Support Vector Machines in Python. Covers basic SVM models to Kernel-based advanced SVM models of Machine Learning You're looking for a complete Support Vector Machines course that teaches you everything you need to create a Support Vector Machines model in Python, right? You've found the right Support Vector Machines techniques course!...
$12.99
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Logistic Regression in R Studio

by Start-Tech Academy
  • 4.4
6 hours on-demand video
Logistic regression in R Studio tutorial for beginners. You can do Predictive modeling using R Studio after this course. You're looking for a complete Classification modeling course that teaches you everything you need to create a Classification model in R, right? You've found the right Classification modeling course covering logistic regression, LDA and kNN in R studio!...
$12.99
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Linear Regression and Logistic Regression in Python

by Start-Tech Academy
  • 4.1
8.5 hours on-demand video
Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners You're looking for a complete Linear Regression and Logistic Regression course that teaches you everything you need to create a Linear or Logistic Regression model in Python, right? You've found the right Linear Regression course!...
$12.99
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Image Recognition for Beginners using CNN in R Studio

by Start-Tech Academy
  • 4.3
6 hours on-demand video
Deep Learning based Convolutional Neural Networks (CNN) for Image recognition using Keras and Tensorflow in R Studio You're looking for a complete Convolutional Neural Network (CNN) course that teaches you everything you need to create an Image Recognition model in R, right? You've found the right Convolutional Neural Networks course! After completing this course you will be able to:...
$12.99
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Linear Regression and Logistic Regression using R Studio

by Start-Tech Academy
  • 4
6.5 hours on-demand video
Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification You're looking for a complete Linear Regression and Logistic Regression course that teaches you everything you need to create a Linear or Logistic Regression model in R Studio, right? You've found the right Linear Regression course! After completing this course you will be able to:...
$11.99
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Time
  • To get the fundamentals of Data Science, it may take around 3-6 months of dedicated study. However, becoming well adept in this topic may take several years of continuous learning and real-world experience. The time required also depends on the student's prior knowledge and experience in related fields such as statistics and computer science.
Courses

  • Data Science courses build upon foundational concepts in statistics, mathematics, and programming. They provide practical knowledge on how to collect, analyze, and interpret data using various techniques and tools. After completing Data Science courses, students may move on to more advanced topics such as machine learning, natural language processing, or deep learning.

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Fields

  • Data Science is used in various fields such as finance, healthcare, marketing, and social media. In finance, it is used for risk management, fraud detection, and algorithmic trading. In healthcare, it is used for disease diagnosis, drug discovery, and personalized medicine. In marketing, it is used for customer segmentation, market analysis, and recommendation engines. In social media, it is used for sentiment analysis, network analysis, and content recommendation.

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Careers

  • Data Science is needed in various specific careers such as data analyst, data scientist, business analyst, and machine learning engineer. These professionals are responsible for collecting, analyzing, and interpreting data to make informed decisions and improve business outcomes. They work in various industries such as finance, healthcare, retail, and technology.

  • Examples of Common Careers
    • Data Analyst
    • Data Scientist
    • Business Analyst
    • Machine Learning Engineer
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