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Data Science from Scratch VS MT4API.dev

Compare Data Science from Scratch VS MT4API.dev and see what are their differences

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Data Science from Scratch logo Data Science from Scratch

Data Science and Python, starting at zero

MT4API.dev logo MT4API.dev

The Only MT4 REST API with No Limits, No Restrictions & 24/7 Access.
  • Data Science from Scratch Landing page
    Landing page //
    2019-07-07
Not present

Data Science from Scratch features and specs

  • Hands-On Learning
    The book encourages a practical approach to learning data science by implementing algorithms and concepts from scratch, helping readers understand the underlying mechanics.
  • Comprehensive Coverage
    It covers a wide range of fundamental topics in data science such as statistics, data visualization, linear algebra, and machine learning, providing a solid foundation.
  • Python-Based
    Since the book is centered around Python, a popular programming language in data science, it is accessible to a large audience already familiar with Python.
  • Developer-Friendly
    The content is ideal for developers looking to transition into data science, as it focuses on programming and algorithmic aspects of data science.

Possible disadvantages of Data Science from Scratch

  • Steep Learning Curve
    Beginners may find the approach challenging if they do not have prior programming experience in Python or understanding of mathematical concepts.
  • Lack of Real-World Applications
    The focus on building from scratch may lack the practical application perspective and real-world examples that some learners might seek.
  • Outdated Information
    As data science is a rapidly evolving field, some methodologies, tools, or libraries discussed might be outdated or less common in the industry today.
  • Less Emphasis on Tools
    The book emphasizes building concepts from scratch over familiarizing readers with powerful existing data science libraries and tools like TensorFlow or PyTorch.

MT4API.dev features and specs

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Data Science from Scratch videos

Data Science from Scratch by Joel Grus: Review | Learn python, data science and machine learning

More videos:

  • Review - Data Science Full Course 2020 | Data Science For Beginners | Data Science from Scratch | Simplilearn

MT4API.dev videos

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Category Popularity

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Forex Signals
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Education
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REST API
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What are some alternatives?

When comparing Data Science from Scratch and MT4API.dev, you can also consider the following products

The Art of Data Science - A guide for anyone who works with data

Gyana - Intuitive easy-to-use report and dashboard tool to stop wasting time on repetitive and tedious tasks.

Deepnote - A collaboration platform for data scientists

SnappyLearn - Nurturing Minds, Sparking Curiousity

Mindgrasp - Learn faster with Mindgrasp the worldโ€™s #1 AI Learning Assistant for students, professional, educators and businesses.

Amie - GitHub for research and data science