Data Science Roadmap: A Step-by-Step Guide to Success (Month-wise Plan)

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Are you looking to become a Data Scientist but not sure where to start or how to plan your journey? This 11-month roadmap is your structured path from beginner to job-ready! Whether you're a student, working professional, or career switcher, follow these steps to build a strong foundation and land your dream job in data science. 🚀 Month 1: Basic Python Start by learning the fundamentals of Python — the most widely used language in data science. Variables, data types, and operators Control structures: if-else, loops Functions and modules Data structures: lists, dictionaries, tuples, sets Practice on platforms like HackerRank , LeetCode , and Kaggle Goal : Be comfortable writing basic scripts and solving logical problems. 📊 Month 2: Statistics & Probability A strong grip on stats is essential to understand data and build models. Descriptive statistics (mean, median, variance) Probability theory (Bayes Theorem, conditional probability) Distribu...
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Red Hat - Associate Software Engineer- Java/GraphQL/Nodejs/ Backend

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Job Description

What will you do?

  • Design, implement, and review API development using TypeScript and Java.

  • Support and maintain existing diversified subgraphs portfolio along with the tech lead.

  • Develop new GraphQL subgraphs.

  • Support and develop supergraph enhancements and experience feedback.

  • Develop understanding of GraphOS and AEM to provide stable support.

  • Coordinate project timelines, deliverables, feature requirements, and roadmaps.

  • Mentor junior team members to foster continuous learning and growth.

  • Collaborate with architects to ensure alignment with the team’s objectives.

  • Participate in architecture discussions, code reviews, and provide support to the technical team.

  • Develop unit tests and documentation.

What will you bring?

  • Proficiency in working with RESTful APIs and GraphQL APIs.

  • Experience with back-end technologies like Node.js and SpringBoot

  • 1 to 2 years of Software Engineering Experience.

  • Strong proficiency in building web applications and APIs using HTML, CSS, and JavaScript or TypeScript.

  • Experience with JavaScript frameworks.

  • Experience with testing frameworks like Jest, Mockito.

  • Experience with Version control Systems and DevOps tools (Eg. Gitlab/Github)

  • Ability to work unsupervised in a fast-paced environment, willing to learn on your own

  • Soft Skills

    • Excellent written and verbal communication skills in English.

    • Strong ability to communicate and collaborate effectively within a global team.

    • Self-driven and capable of working independently in a fast-paced environment.

    • Eagerness to continuously learn and adapt to new technologies and best practices

    • Strong communication skills

    • Strong written and verbal communication skills in English, ability to communicate effectively in a global team

  • Ability to work unsupervised in a fast-paced environment, willing to learn on your own



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