YouTube (Channel name: - Abhishek Mamidi)
- This channel is mainly about Data Science, Machine Learning and Artificial Intelligence. I share my learnings and experience in the field of Data Science.
- This repository will contain files that are used in my YouTube channel.
- Do check out my channel and subscribe if you like it.
Playlists:
Videos:
- Channel Introduction
- Introduction to Jupyter notebook, Google Colab and Kaggle Notebooks
- Building Machine Learning Pipelines using Scikit-Learn
- Python Pandas functions - map, apply and applymap
- My path to becoming a Data Scientist
- 3 tips to stay long in Data Science
- Open source AutoML libraries in Python
- Interview process for Data Science Associate role at ZS
- How to create a GOOD LinkedIn profile
- Hierarchical clustering - Determine OPTIMAL number of clusters
- Should you learn Data Science for free?
- Buzz words explained in a simple way - A.I, Machine Learning, Deep Learning, Data Science, Big data
- What is Explainable A.I
- 5 Reasons why an Internship is important for your career
- How to filter companies when applying for Data Science Jobs
- 5 ways to apply for OFF-CAMPUS Data Science jobs as a Fresher
- Getting started with PySpark - Course Introduction
- Quick Introduction to Basics of Apache Spark and PySpark
- Setting up PySpark environment on Google Colab
- Conversion of Data Frames | Spark to Pandas & Pandas to Spark
- Summarizing a DataFrame in PySpark | min, max, count, percentile, schema
- PySpark Transformations and Actions | show, count, collect, distinct, withColumn, filter, groupby
- User Defined Functions in PySpark
- Modeling in PySpark using Spark ML on Colab | Python
More to come. Stay tuned :)