10 Best Python For Data Science Training Programs
Python became very powerful programming language for data science application. You can learn python online data science. It has a powerful libraries like numpy, pandas, matplotlib etc. and Deep learning libraries like tensorflow, keras are developing in python only.
Python data science Self learning Courses :
1. Udemy.com –
Python for Data Science and Machine Learning Bootcamp: Udemy is a best website for self learning courses. It will give best courses at low price. The course has Ratings -4.5(34709) and 180,478 Students Enrolled. You will get good knowledge with these kind of course.
Here is the Course Curriculum :
- Python Environment Set-Up
- Jupyter Overview
- Python Crash Course
- Python for Data Analysis – NumPy
- Python for Data Analysis – Pandas
- Python for Data Analysis – Pandas Exercises
- Python for Data Visualization – Matplotlib
- Python for Data Visualization – Seaborn
- Python for Data Visualization – Pandas Built-in Data Visualization
- Python for Data Visualization – Plotly and Cufflinks
- Python for Data Visualization – Geographical Plotting
- Data Capstone Project
- Introduction to Machine Learning
- Linear Regression
- Cross Validation and Bias-Variance Trade-Off
- Logistic Regression
- K Nearest Neighbors
- Decision Trees and Random Forests
- Support Vector Machines
- K Means Clustering
- Principal Component Analysis
- Recommender Systems
- Natural Language Processing
- Big Data and Spark with Python
- Neural Nets and Deep Learning
- APPENDIX: OLD TENSORFLOW VIDEOS (Version 0.8)
2. DataCamp- Online :
Datacamp is best community learning website for datascients. They will provide the datascience course with R and python. In python, they will explain every basics with small videos and quiz’s. You can understood easily by using them. I’s free for some modules, If you want advanced you need to do monthly subscription.
Price : Free
3. Dataquest.io
Dataquest.io is another leading online community website for data science enthusiasts. They are also providing the python for data science online course with videos.
Price : $24.5/Yearly
4. Coursera.org
Courseera is the best course provider, You can get fundamentals in python for datascience at zero cost.
- Describe common Python functionality and features used for data science
- Explain distributions, sampling, and t-tests
- Query DataFrame structures for cleaning and processing
- Understand techniques such as lambdas and manipulating csv files
Price : Free
5. edx.org
- python
- jupyter notebooks
- pandas
- numpy
- matplotlib
- git
- and many other tools.
Price : Free
Python data science online classes :
6. Simplilearn – Python for data science:
Simplilearn is the best online class provider with expert trainers. This course has 44 hours of online training with direct tutor. It has self-learning course also with less price.
Course Overview:
- Lesson 00 – Course Overview
- Lesson 01 – Data Science Overview
- Lesson 02 – Data Analytics Overview
- Lesson 03 – Statistical Analysis and Business Applications
- Lesson 04 – Python Environment Setup and Essentials
- Lesson 05 – Mathematical Computing with Python (NumPy)
- Lesson 06 – Scientific computing with Python (Scipy)
- Lesson 07 – Data Manipulation with Pandas
- Lesson 08 – Machine Learning with Scikit–Learn
- Lesson 09 – Natural Language Processing with Scikit Learn
- Lesson 10 – Data Visualization in Python using matplotlib
- Lesson 11 – Web Scraping with BeautifulSoup
- Lesson 12 – Python integration with Hadoop MapReduce and Spark
- Python Basics
- Statistics for data science
Price – Rs.22999
7. Intellipath –
Python for Data science Course Syllabus:
- Introduction to Data Science
- Introduction to Python
- Python basic constructs
- Writing OOP in Python and connecting to database
- NumPy for mathematical computing
- SciPy for scientific computing
- Data Analysis and Machine Learning (Pandas)
- Data manipulation
- Data visualization with Matplotlib
- Supervised learning
- Unupervised learning
- Web Scraping with Python
- Python integration with Hadoop and Spark
- 4 Python For Data Science Projects
Price-16017
8. Edureka –
Course Syllabus:
- Introduction to Python
- Sequences and File Operations
- Deep Dive – Functions, OOPs, Modules, Errors and Exceptions
- Introduction to NumPy, Pandas and Matplotlib
- Data Manipulation
- Introduction to Machine Learning with Python
- Supervised Learning – I
- Dimensionality Reduction
- Supervised Learning – II
- Unsupervised Learning
- Association Rules Mining and Recommendation Systems
- Reinforcement Learning
- Time Series Analysis
- Model Selection and Boosting
Price – 21
9. DigitalVidhya –
Course Syllabus:
- Introduction To Data Science
- An introduction topic to understand the drivers to data science field and its ecosystem.
- Python Programming
- In-depth understanding of Python Data Types, Functions and NumPy Arrays that come in handy while analysing data using Pandas.
- Introduction to Pandas
- Learn Pandas –
- Data Visualization
- Data Visualization using Matplotlib and Seaborn.
- Advanced Data Analysis Using Pandas
- Applied Statistics And Machine Learning
- Hands-on Capstone Project
Course Fee- Rs.34900
10. jigsawacademy
Another Free courses and Youtube resource to learn free python for datascience.
