Python NumPy Full Course in Telugu | Complete NumPy Tutorial for Beginners | 🚀

📘 Python NumPy Full Course in Telugu (2 Hours 30 Minutes)

ఈ వీడియోలో మీరు NumPy గురించి పూర్తిగా నేర్చుకుంటారు — Python లోని అత్యంత శక్తివంతమైన numerical computing library.
👉 Arrays, indexing, slicing, broadcasting, random numbers, mathematical operations, reshaping, and many real-world data science examples.

ఈ కోర్సు Beginners నుండి Intermediate Developers వరకు అందరికీ ఉపయోగపడుతుంది —
ఇది Data Science, Machine Learning, Artificial Intelligence నేర్చుకునే వాళ్లకు foundation లాంటి కోర్సు.

🧠 Topics Covered:
00:01:03 – Course Ajenda
00:02:40 – What is NumPy?
00:04:56 – What is NumPy Array?
00:09:12 – Homogeneity in NumPy arrays.
00:17:03 – Installing NumPy
00:17:37 – Importing NumPy
00:17:57 – Creation of NumPy array
00:20:05 – Creation of 2D array
00:21:41 – Methods to create array (np.ones(), np.zeroes(),np.arange())
00:24:25 –np.arange() method
00:28:35 – reshape() method
00:31:20 – NumPy array properties
00:31:20 – ndim property of NumPy array
00:33:34 – shape property of NumPy array
00:35:37 – size property of NumPy array
00:37:46 – Accessing elements in a NumPy array
00:43:26 – Slicing(positive and negative inclusing step) elements in a NumPy array
01:05:29 - Filtering a NumPy array
01:11:27 - where function in a NumPy array
01:15:51 - Assignment
01:17:26 - Indexing and slicing a 2D NumPy array
01:33:08 - Modifying a NumPy array
01:35:22 - NumPy Array aggregations
01:47:30 - NumPy Array sorting
01:55:59 - Important NumPy array functions
01:58:58 - Vectorization in NumPy arrays
02:07:15 - Broadcasting in NumPy arrays
02:21:49 - Comaparision NumPy arrays and python lists

As mentioned in the video:
Link for python full course for a beginner:
   • Python full course for beginners  
Link for declaring one element in a tuple:
   • #8 How can we declare a tuple with one ele...  
List of all slicing videos:
Link for slicing a string and indexing in python part 1.
   • Python full course #18|String slicing in p...  
Link for slicing a string in python part 2.
   • Python Full course #19|String slicing in p...  
Link for slicing a string in python part 3.
   • Python Full course #20|String slicing in p...  
Link for slicing a string in python part 4.
   • Python Full course #21|String slicing in p...  
Link for accessing the elements of a string in python:
Link for తెలుగులో Informative software job related videos:
   • తెలుగులో Informative software job related ...  
Link for python interview preparation:
   • Python interview preparation.  
Link for OOPS concepts in python(playlist recently started):
   • Python interview preparation.  

🎓 Course Outcome:

Understand numerical computing in Python
Work with multidimensional arrays
Perform fast mathematical computations
Prepare for Data Science & ML

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