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COURSE DESCRIPTION

About Python Data Science Course

This Course will introduce you to Python and how to use it for statistical data analysis, Data Management and Data Visualization.

Before data can be analyzed, there are multiple steps involved, including Data preparation, Data import, cleaning and transforming data. This course is comprised of  2-parts:

An overview of basic and intermediate Pandas, demonstrating how effectively panda manipulates datasets in memory. You will have hands on experience on indexing, alignment, join/merge methods, date/time types, and handling of missing data.

Another part of this course will cover plotting and visualization using Pandas and Matplotlib, focusing on creating effective visual representations of your data, statistical data modeling using some of the advanced functions in Numpy,Scipy and Pandas.

Why Python for Data Analysis?

Python is an easy language to learn and is a very powerful solution for complex Data Analysis tasks.

Python was developed and used for the first time in 1991 by Guido Van Rossem. Since then Python has become one of the most popular, dynamic, programming languages in the world of Computer Programming. Python is basically a scripting language, which is easy to learn and quick to code in form of scripts.

Python is also very popular among Mathematicians and Data analysts. It is an open source tool– free to install along with online community support.

Python Data Science Online Course

Course Curriculum

Basics of Python for Data Analysis
Why learn Python for data analysis? Details 00:00:00
Python 2.7 v/s 3.4 Details 00:00:00
How to install Python? (Windows, Apple OS X, GNU/Linux) Details 00:00:00
Running a few simple programs in Python Details 00:00:00
Python libraries and data structures
Python Data Structures Details 00:00:00
Python Iteration and Conditional Constructs Details 00:00:00
Python Libraries (NumPy, pandas matplotlib, IPython SciPy) Details 00:00:00
Introduction to Pandas
Importing data Details 00:00:00
Series and DataFrame objects Details 00:00:00
Indexing, data selection and subsetting Details 00:00:00
Hierarchical indexing Details 00:00:00
Reading and writing files Details 00:00:00
Date/time types Details 00:00:00
String conversion Details 00:00:00
Missing data Details 00:00:00
Data summarization Details 00:00:00
Data Wrangling with Pandas
Indexing, selection and subsetting Details 00:00:00
Reshaping DataFrame objects Details 00:00:00
Pivoting Details 00:00:00
Alignment Details 00:00:00
Data aggregation and GroupBy operations Details 00:00:00
Merging and joining DataFrame objects Details 00:00:00
Plotting and Visualization
Time series plots Details 00:00:00
Grouped plots Details 00:00:00
Scatterplots Details 00:00:00
Histograms Details 00:00:00
Visualization pro tips Details 00:00:00
Statistical Data Modeling
Fitting data to probability distributions Details 00:00:00
Linear models Details 00:00:00
Spline models Details 00:00:00
Time series analysis Details 00:00:00
Bayesian models Details 00:00:00

FAQs

If you are working in the Data Analytics field, using tools SAS, R or Excel and planning to add new skills in your portfolio, you can put-on. Any Data scientist, statistician, software engineer who need to perform Data Analysis can definitely use Python all kinds of Analysis related tasks. This course is also a perfect option for someone who plans to enter into the Data Analytics domain and wants to start with a simple, yet very powerful programming language.

Basically python is an easy to learn scripting language, so any newcomer can learn this course. It will be added advantage, if you have basic knowledge of programming or command line scripting.

This course is available with us in both Classroom and Online Delivery formats. The overall duration is 25 hours.

Classroom Course at the Institute- All the classes are conducted on weekends. Each session is conducted for 4 hrs Saturday and Sundays. For online training you can choose your preferred time slots  and then depending upon the availability of the trainer, batches shall be assigned.  Course participants will be given access to a private discussion board.

Course Reviews

4.8

4.8
16 ratings
  • 5 stars13
  • 4 stars3
  • 3 stars0
  • 2 stars0
  • 1 stars0
  1. SUMIT

    5

    “Just Completed my “Python Training”. By reference I joined GITS ACADEMY. Trainer explained every concept in real time examples with many case studies. Thanks a lot for providing best trainer. “

  2. Manjari

    4

    Hereby confirm that i have completed Python course in Gits Academy Jaynagar branch. The training was good and Lab facilities were also excellent. My trainer gave me a real time project training it’s very useful for me to place in Mnc. Thank you Gits support team.

  3. Twinkle

    4

    GITS ACADEMY institute give good training options which are too good to select as per our knowledge. They have regular track and fast track Batches. Good assistance is provided. My trainer for Python was knowledgeable & good teacher. Counsellors are also friendly. Overall I had good experience.

  4. Vednesh

    5

    Very good training institute for Business analytics courses, Teaching by Sir is too good, concepts are nicely explained. Trainer will teach with all the practical examples and comparison with other software as well. It helped me lot. Thanks a lot Gits for shaping my future.

  5. Shashank

    5

    I am very satisfied and happy with the Python training provided by GITS ACADEMY .The atmosphere of the training was good and I learned more than I expected. I am done with this course. I will recommend GITS ACADEMY JAYANAGAR to my friends for ANALYTICS courses in Bangalore.

  6. Himanshu

    5

    Joined Python classes with my friend at GITS Academy Jayanagar Bangalore .I was struggling to clear interview in Tableau. My concepts got stronger after training and I was soon able to crack the interview. My Python trainer helped a lot.

  7. Divya

    4

    I have attended the course Python Training, after very long time and it was excellent experience. The course content / structure and the instructor really awesome. The good thing about this institute is that you can build/rebuild your career with GITS ACADEMY Guidance. Thanks much for your support.

  8. Chauhan

    5

    The courses are top rate. GITS Academy trainers are always there to answer questions, and prompt when you open an issue if you are having any trouble. I’m fully satisfied with the teaching. Thank you Gits giving a best training

  9. ABRAR

    5

    I have joined GITS Academy for Python Training. I think the course is doing an excellent job of giving a comprehensive understanding of each topic and I will recommend Gits for analytics training

  10. Ahmed

    5

    I took the Python course with GITS ACADEMY recently. It was fantastic for several reasons; the class outline and structure were clearly laid out. You knew where you were headed. The class ALWAYS began and ended on time. For me this was very important due to my travelling issues. Thanks Gits.

  11. sabha

    5

    After completing my graduation I did Python training from gits academy training centre. I gained knowledge in depth I’m fully satisfied with the teaching thank you Gits giving a best training.

  12. Noor

    5

    Gits Academy trainer are very dedicated about training sessions and make sure that students are understanding at fullest , this thing I liked very much. Thank you GITS for all your support.

  13. Sukriti

    5

    I have joined for Python course with GITS ACADEMY, the quality of the sessions in terms of the sound and video was also very good. The instructor knew MSBI in and out and also clearly explained things to us very well. Thanks.

  14. Nayana

    5

    I have done Python training here and I must say very much confident about the skills now the faculty here is too experienced and they teach very well I’m too happy I choose gits. I especially liked the fact that he also took great pains to see to it that our questions were answered. I think this is the best part of these classes. Being able to ask questions and clear up things.

  15. Rajesh

    5

    Business Analytics course was absolutely great. Instructor taught all the concepts thoroughly and he is very knowledgeable, clarified and answered all the questions. The support team at GITS ACADEMY is really good. Enjoyed the course, good hands on as well which was very helpful.

  16. Harshitha

    5

    I would definitely like to give more than 5 stars to Gits Academy, Support staff and trainers are excellent and very professional, the amount of time they spend with each of us is really appreciated. Today I registered for the business analytics course. I am sure the training will excellent.

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