Course Includes:
- Price: FREE
- Enrolled: 108257 students
- Language: English
- Certificate: Yes
- Difficulty: Advanced
Hi, welcome to the 'NumPy For Data Science & Machine Learning' course. This forms the basis for everything else. The central object in Numpy is the Numpy array, on which you can do various operations. We know that the matrix and arrays play an important role in numerical computation and data analysis. Pandas and other ML or AI tools need tabular or array-like data to work efficiently, so using NumPy in Pandas and ML packages can reduce the time and improve the performance of the data computation. NumPy based arrays are 10 to 100 times (even more than 100 times) faster than the Python Lists, hence if you are planning to work as a Data Analyst or Data Scientist or Big Data Engineer with Python, then you must be familiar with the NumPy as it offers a more convenient way to work with Matrix-like objects like Nd-arrays. And also we’re going to do a demo where we prove that using a Numpy vectorized operation is faster than normal Python lists.
So if you want to learn about the fastest python-based numerical multidimensional data processing framework, which is the foundation for many data science packages like pandas for data analysis, sklearn, scikit-learn for the machine learning algorithm, you are at the right place and right track. The course contents are listed in the "Course content" section of the course, please go through it.
I wish you all the very best and good luck with your future endeavors. Looking forward to seeing you inside the course.
Towards your success:
Pruthviraja L
How to prepare for media interviews, even if you are scared and have never been interviewed before in your life.
How to develop your message, get ready for questions and create sound bites in less than an hour. Plus look your best.
Learn Data Import; Descriptive Statistics; Charts, Variance and Regression Analysis for Research and Business Analysis
ISO 9001:2015, Quality Management System Basics
Global HR | Human Resources | HR Management | Recruitment | Employee Onboarding | Talent Management | Compliance
Mastering Complex Calculations and Dynamic Reporting in Power BI
Crash Course in Prompt Engineering: Go from Beginner to Expert and Get the Most Out of ChatGPT or Any LLMs.
Executive Diploma in Engineering Management by MTF Institute
The Complete JavaScript and Web Development Course: From Fundamentals to Advanced Techniques and Real-World Projects
Public Speaking: How to quickly,easily create, rehearse and deliver a presentation in less than an hour.
GDPR Guide: Protect Personal Data, Stay Compliant, Stay Legal, Stay Smart and Efficient.
Complete Git GitHub guide (7 HOURS) - Master all Git features: commits, branches, merging, rebasing & collaborating
Technical writing, professional documentation, compliance writing, business communication, technical writing skills,
Challenge norms, Foster collaboration, and apply Disruptive Strategies across Industries
Timeless Insights from Cultures and Leaders
Hundreds of medium to advanced level word problems of GRE & GMAT quantitative section
GMAT Focus Edition | Problem Solving and Data Sufficiency | 4 Grand Tests | 10 Mini Test | OG Questions
SAT Digital Test Prep | Shortcuts, Tips and Tricks | All SAT Digital Math Topics | SAT Digital Official Tests Solved