Specialization 1 of 9

Data Science Programming

Learn complete programming skills for Data Science and practice real use cases.

Start with course 1See plans
courses
10
lessons
433
hours of video
32
lessons free to try
124

  1. 01

    Foundations Of Machine Learning

    Get complete big picture view of Machine Learning space. Understand its industrial applications and limitations, and how projects are undertaken in mature Data Science teams

    1 course · 2 h 22 min

    1. Course 1Foundations of Data Science (AI/ML): The Big Picture33 lessons · 2 h 22 minFree course

  2. 02

    Complete Python Programming

    Start with writing the 1st line of code in python and become an expert. Learn the finer practical nuances only experienced programmers know, and practice with 100+ examples and assignments.

    1 course · 5 h 36 min

    1. Course 2Core Python Programming (Beginner)73 lessons · 5 h 36 minFree course

  3. 03

    Numpy For Data Science & Pandas For Data Science

    Master the most popular Python libraries for complex mathematical operations, data wrangling and analytics.

    2 courses · 9 h 30 min

    1. Course 3Numpy for Data Science46 lessons · 3 h 3 min4 free lessons
    2. Course 4Pandas for Data Science115 lessons · 6 h 27 min4 free lessons

  4. 04

    Linux Command Line

    Unlock the power of Linux with "Linux Command Line" course. Designed for beginners and intermediate users to boost productivity and proficiency in managing Linux systems.

    1 course · 1 h 31 min

    1. Course 5Linux Command Line20 lessons · 1 h 31 min6 free lessons

  5. 05

    SQL For Data Science

    Learn to query, analyze, and manipulate datasets using SQL, the essential language for data science. Perfect for beginners and professionals aiming to enhance their data handling skills and drive insightful decisions.

    4 courses · 6 h 23 min

    1. Course 6SQL for Data Science - Level I (Beginner)28 lessons · 2 h 33 min1 free lesson
    2. Course 7SQL for Data Science - Level II26 lessons · 1 h 30 min1 free lesson
    3. Course 8SQL for Data Science - Level III13 lessons · 1 h 15 min1 free lesson
    4. Course 9SQL for Data Science - Window Functions9 lessons · 1 h 6 min1 free lesson

  6. 06

    High Performance Computing

    Harness the capabilities of High Performance Computing with our HPC Essentials course. Equips you with state-of-the-art techniques to streamline complex calculations and foster breakthroughs in scientific exploration.

    1 course · 6 h 47 min

    1. Course 10High Performance Computing (Python)70 lessons · 6 h 47 min

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