Data Science with Python for Analysis, Machine Learning and SPSS for Research Training

July 4, 2021
Posted by: SouTech Team
Category: Blog

Data Science Training Curriculum(Python and SPSS)

A complete step by step course to master IBM SPSS Statistics for doing advanced Research, Statistics & Data Analysis. We offer career-moulding training across data analysis and machine learning using Python and SPSS.

Course approach is very hands on with over 15 Case study and data sets covered through out the course duration

Week 1: Python Programming and Libraries

– 00-Software installation and setup

– 01-Introduction to what Data Science process

-02-Python-Crash-Course and Exercise

– 03-Introduction to Numpy and Exercise

-04-Python-for-Data-Analysis-Pandas and Exercise

– Case Study – Employee Data Analysis for 50,000 Staff

Week 2: Data Visualization and Data Analytics

-05-Data-Visualization-with-Matplotlib and Exercise

-06-Data-Visualization-with-Seaborn and Exercise

– Case Study – COVID 19 Data Visualization

Week 3: Machine Learning Algorithms

– 07-Introduction to Machine Learning and Article writing and presentation

– 08-Linear-Regression and Exercise

– Case Study – Air Passengers Analysis and Visualization

Week 4: SPSS, Google, KoboToolBox for Data Analysis

– Introduction to SPSS (software setup and software interface review)

– Questionnaire Design using Kobotoolbox or google Form

– Importing Data and Defining variable into SPSS

– Case Study – Analysis based on data retrieved from Questionnaire 1

Week 5: SPSS Course continues

– Analyzing Descriptive Statistics for Continuous Variables

– Chart plotting (pie, bar, histogram)

– Project and Assignment Review

– Case Study – Analysis based on data retrieved from Questionnaire 2

Start your training TODAY!

Start HERE: https://forms.gle/ygyqm64UzN5VLtoH6

Contact your course adviser on WhatsApp: 08034121380

Author: SouTech Team

Soutech Ventures is primarily an Information Technology Firm, which was created to be the numero uno in business promotion development & implementation, eBusiness & IT systems integration and consultancy industry of the Nigerian Economy and to partners worldwide. Our Core strengths are - Tech Trainings and Certifications - Data Analytics and Cybersecurity Solutions - Software Development & Deployment for SME & Govt. - Tech Internship, HR & Partnerships

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   On behalf of the 2023 March trainee, I want to use this medium to thank the management and staff of Soutech Ventures for the sound training we received. It was one of a kind. The training manuals are self explanatory, the training was on point, no doll moment from the theoretical aspect to the hands on deck. It was an interesting moment. This practical experience is an added advantage to our wealth of knowledge in Solar/ inverter/ CCTV installation.
A big thanks to Mr. Victor and Mr. Apochi, you guys did a great job, we believe that you will be there for us as our support team whenever we are faced with technical challenges in our career pursuit.
We are grateful God for this life time opportunity and hope to put into practice all that have been impacted in us, to enhance our skills and for the betterment of engineering society at large.
Once again we say thank you.

Christopher Ebe
For. 2023 March trainee.
  
 
 
       
   Ojeneye Samuel Babatunde 
 2023-02-10
 
 
   I thank God for journey mercy to and fro during the course of my training at Soutech. I like the sereness of the environment and the professionalism of the instructors. The friendly attitudes of the supporting staff did not go unnoticed also. The time quality of the delivery is a five star rating.
  
 
 
       
   Rome Ojobo 
 2023-02-06
 
 
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   Doom stephanie Waakaa 
 2023-02-06
 
 
   The training is simple and comprehensive. I recommended to whoever desired to be a professional in Project management, churches inclusive.
  
 
 
  
  Load more

      
   SOUTECH: Web Design, Digital Marketing, Solar, Mobile App, Cybersecurity, CCNA Networking, Soft Dev
   105 Google reviews 
  Write a review 
  
 
        
   Simon Ejeh 
 2023-09-04
 
 
   My PMP Training with SOUTECH was a worthwhile experience. It was very interactive and tasking (especially the practice sessions & the workbook). I was able to get full understanding of the PMBOK. I can guarantee that training with SOUTECH meets the PMI Standard.
  
 
 
       
   SALIHU ABDULLAHI (Temperature) 
 2023-08-31
 
 
   Interesting
  
 
 
       
   Abdallah Dikko 
 2023-08-28
 
 
   I learnt a lot and I'm very confident in the skills acquired
great environment
Wonderful tutors
Worth every penny
  
 
 
       
   ezeh walter 
 2023-08-24
 
 
   Yeah beautiful and conducive environment for learning,good tutors which made my learning easy and fast to comprehend,SOUTECH! you guys are the best.
  
 
 
       
   Everestus Ezeigbo T. 
 2023-08-10
 
 
   Had a pleasant time with great resources and training activities.
  
 
 
       
   CHRIS EBE 
 2023-04-01
 
 
   On behalf of the 2023 March trainee, I want to use this medium to thank the management and staff of Soutech Ventures for the sound training we received. It was one of a kind. The training manuals are self explanatory, the training was on point, no doll moment from the theoretical aspect to the hands on deck. It was an interesting moment. This practical experience is an added advantage to our wealth of knowledge in Solar/ inverter/ CCTV installation.
A big thanks to Mr. Victor and Mr. Apochi, you guys did a great job, we believe that you will be there for us as our support team whenever we are faced with technical challenges in our career pursuit.
We are grateful God for this life time opportunity and hope to put into practice all that have been impacted in us, to enhance our skills and for the betterment of engineering society at large.
Once again we say thank you.

Christopher Ebe
For. 2023 March trainee.
  
 
 
       
   Ojeneye Samuel Babatunde 
 2023-02-10
 
 
   I thank God for journey mercy to and fro during the course of my training at Soutech. I like the sereness of the environment and the professionalism of the instructors. The friendly attitudes of the supporting staff did not go unnoticed also. The time quality of the delivery is a five star rating.
  
 
 
       
   Rome Ojobo 
 2023-02-06
 
 
   My project management course with SOUTECH was a great experience. He is great at what he does. I will recommend him anytime, anyday.
  
 
 
       
   Doom stephanie Waakaa 
 2023-02-06
 
 
   The training is simple and comprehensive. I recommended to whoever desired to be a professional in Project management, churches inclusive.
  
 
 
  
  Load more

Data Science with Python for Analysis, Machine Learning and SPSS for Research Training

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Data Science with Python for Analysis, Machine Learning and SPSS for Research Training

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