Data Analytics, Machine Learning and Artificial Intelligence - Online course using Python

 Online Class

701   Users Booked

S$ 232   S$ 97

SYLLABUS

Total Sessions: 41 | Total Hours: 60 Hours

1. How to use the inbuilt AI based Code Editor (1 Session)
Learn why we have this super cool AI based code editor for you. Also, learn how to make the best use of it.
2. Introduction to Machine Learning(1 Session)
All the Basics, Data Science Modules and Application of Machine Learning and its tools
  Self Assessment Test
3. Introduction to Python and IDE(1 Session)
Different flavors and platforms, Install Anaconda, Python IDE: Spyder, Setting your work directory, The libraries that you should know, IPython and Python Notebook
  Self Assessment Test
4. Introduction to Python Programming and Data Type(1 Session)
Introduction to Python Programming, Python Handson, Data Type, Tuples and Dictionary, List and Set
  Self Assessment Test
5. Numpy Packages and its Handson(1 Session)
Numpy Package, Creating arrays, Indexing, Data Processing using Arrays and File Input & Output.
  Self Assessment Test
6. Pandas Packages and its Handson(1 Session)
Introduction to Pandas Packages, Pandas Packages Handson, Create the Data frame and List and Data frame and Set and OTS Hanson
  Self Assessment Test
7. Data Visualization using Matplotlib Packages(1 Session)
Introduction to Data Visualization, Handson Line Graph, Pie Chart, Bar Graph and Scatter Plot, Handson Exercise using Matplotlib
  Self Assessment Test
8. Descriptive Statistics using Pandas(1 Session)
Introduction to Descriptive statistics and central Tendency, Measure of Dispersion, Distribution of Shape and Outliers, Descriptive Statistics Handson
  Self Assessment Test
9. Hypothesis Testing and its Process(1 Session)
Introduction to Hypothesis, Hypothesis Formulation and Process, Errors in Hypothesis
  Self Assessment Test
SHOW MORE SESSIONS
10. Inferential Statistics using Scipy (1 Session)
Introduction to Inferential statistics, Non Parametric Test using Scipy, Non Parametric Test Handson, Parametric Test handsome using Scipy
  Self Assessment Test
11. Data Preparation Process and EDA(1 Session)
This part cover Data Preparation Process and Exploratory Data Analysis (EDA)
  Self Assessment Test
12. Measurement and Scaling(1 Session)
This part cover Data Analysis, Comparative Scaling Techniques and Non Comparative Scaling Techniques
  Self Assessment Test
13. Data Collection and Data Treatment(1 Session)
This part cover Data Collection Methods and Data Types and Data Source error and Data Treatment
  Self Assessment Test
14. Correlation and Application(1 Session)
Introduction to Correlation, Product Moment Correlation and Its Application, Correlation Using Hypothesis Test, Correlation Handson using scipy packages
  Self Assessment Test
15. Questionnaire Design Process(1 Session)
This part cover Questionnaire Design Process, Application on Questionnaire Design
  Self Assessment Test
16. Linear Regression and its Application(1 Session)
This part cover Linear Regression Introduction, Simple Regression using Hypothesis testing, Multiple Regression and its an Assumption, Simple and Multiple Regression Handson using Python codes
  Self Assessment Test
17. Probability and its Bayes Theorem(1 Session)
This part cover Probability Introduction and its Application, Bayes Theorem using Probability
  Self Assessment Test
18. Discrete Probability Distribution(1 Session)
Discrete Probability Distribution - Binomial and Poisson, Hyper geometric Distribution and its Application
  Self Assessment Test
19. Continuous Probability Distribution(1 Session)
This part cover Continuous Probability, Uniform, Normal and Exponential Distribution, Application of Continuous Probability Distribution
  Self Assessment Test
20. ANOVA - Analysis of Variance(1 Session)
This part cover ANOVA Using Hypothesis Testing, Handson using Python
  Self Assessment Test
21. ANCOVA - Analysis of Covariance(1 Session)
This part cover ANCOVA using Hypothesis Testing and Handson
  Self Assessment Test
22. Discrimiant Analysis(1 Session)
This part cover Discriminant Analysis and its Application and Handson using Python
  Self Assessment Test
23. Logistic Regression(1 Session)
Logistic Regressions Methods and Application and Handson using Sklearn Packages
  Self Assessment Test
24. Time Series(1 Session)
This part cover Components and Smoothing and Forecasting Methods and Handson
  Self Assessment Test
25. Factor Analysis(1 Session)
This part cover PCA and Rotation Method, Real Time Case Study and Hands on Using Sklearn
  Self Assessment Test
26. Cluster Analysis(1 Session)
This part Hierarchical Clustering, Non Hierarchical Clustering and Handson Using Cluster Analysis
  Self Assessment Test
27. Data Architecture (1 Session)
This part cover Data Architecture and Data Warehousing and Multidimensional Model
  Self Assessment Test
28. Association Rule - Apriori Algorithm (1 Session)
This part Apriori Algorithm, Market Basket Analysis and Handson using Apriori Algorithm
  Self Assessment Test
29. Artificial Neural Network(1 Session)
This part cover Single and Multi Layered Architecture, ANN With Real time Example
  Self Assessment Test
30. Decision Tree(1 Session)
Introduction and Implementation Logics and Handson using Sklearn Packages
  Self Assessment Test
31. Random Forest(1 Session)
Introduction and Implementation Logics and Handson using Sklearn Packages
  Self Assessment Test
32. Naive Bayes Classification(1 Session)
Naive Bayes - Introduction and Implementation Logics and Naive Bayes - Handson using Sklearn Packages
  Self Assessment Test
33. K Nearest Neighbor(1 Session)
KNN - Introduction and Implementation Logics and KNN - Handson using Sklearn Packages
  Self Assessment Test
34. Support Vector Machine(1 Session)
SVM - Introduction and Implementation Logics and SVM - Handson using Sklearn Packages
  Self Assessment Test
35. Experimental Deign(1 Session)
Basic Experimental Design and its Application and Complex Experimental Design and its Application
36. Image Processing(1 Session)
Image Processing and its application and Image Processing and its histogram features
37. Image Recognition(1 Session)
Image Recognition and its Application and Viola Jones Algorithm and its Application
38. Operational Analytics and its Case Study(1 Session)
Scope of the Project and Economic Industry Analysis, Company Analysis and its Competitor Analysis, Project Specific Analysis and Theoretical Framework, Limitations, Findings and Recommendation.
39. Finance Analytics and its Application(1 Session)
Credit Risk Analytics using Logistic Regression, Merger and Acquisitions Analysis using Financial Analytics, Financial Ratio Analysis using Analytics, Companys Financial Analytics
40. Machine Learning complete Recapsulation(1 Session)
Machine Learning - Statistics and Visualisation and Supervised and Unsupervised Algorithm
41. Build your Github profile(1 Session)
Learn how to create your Github profile and how to add the code snippet to it. Bonus: Learn why Github is important for your CV and how to add Github profile to your CV.
CLASS SUMMARY
The course is taken by Dinesh Babu a CBAP certified professional and a Senior Business Analyst. He undertakes Data Analysis Training for Indian as well as students overseas.During his teaching with spans over 8 years, his deep knowledge and expertise on the subject has won his several awards the most notable of which is the Best Data Science Teacher in Delhi- 2017.
This course gives an introduction into the field of business intelligence and business analytics-domains which extensively use data to take decisions. The course delves into statistics, quantitative analysis, exploratory predictive models, and fact-based management which are indispensable tools for any aspiring data scientist/analyst.
Following are the specialties of the program:
1. We have a live prime time questions support in the app itself with the tutor (https://play.google.com/store/apps/details?id=com.braingroom.user)
2. 20minute rule Quiz questions on topics learned in the interval of every twenty minutes
3. Weekly assignments and prereading / postreading content will be shared as project material
4. Curated course conducted with inputs from industry experts
5. Internship opportunities for students qualifying the final evaluation, We are partnering with several tech startups across India to give students real time work experience
6. Internship with various startups in India for individuals who clears Company's assessment
7. Tutor time Live Q & A Session with Tutor once a week
8. Online classes can be taken at any place and at any time as per the learner's convenience & availability
ABOUT CLASS
Course gives you a comprehensive understanding of Machine Learning right from basic to advanced levels. Even Students without basic understanding of Machine Learning can take up this course.
The Machine Learning course will cover the following topic such Introduction to Machine Learning, Numpy Packages and its Handson, Pandas Packages and its Handson, Data Preparation Process and EDA, Linear Regression and its Application, ANOVA - Analysis of Variance, ANCOVA - Analysis of Covariance, Time Series, Marketing Analytics and its Case Study, Finance Analytics and its Application etc.,
ABOUT ACADEMY
The Tutor:-
Dinesh Babu ,B.Tech,MBA,Ph.D with dual specialization in Finance and Operation. He completed Ph. D. in Data Analysis from BITS, Pilani. Currently,a Senior Business Analyst in a MNC.His zeal and passion for up-scaling youth has propelled him into teaching and the 8 years that followed has seen him get several awards and citations.
Braingroom Skill Centre:-
We are happy to host Mr. Dinesh Babu energetic tutor in our portal for conducting Machine Learning through Python. Currently under the elite FACEBOOK SheLeadsTech India mentorship program, Braingroom has built a name for itself being an education and learning platform where we have a wide offering of multilingual online and offline classes with the vision of upskilling India's youth. With 20000+ Online Leaners, 2000+ Classes in 55+ Categories and with an experience of having trained 30000+ students (Online + Offline) and expertise/Industry connects enabling 100s of Students Internships, Braingroom Skill centre stands tall among competition in the online learning space as the only complete online learning ecosystem in the country.
Reviews (29)
Aniest Jereme
Aniest Jereme
20 July 2019
Please add more live projects to the course
DJ Shock
DJ Shock
17 July 2019
can you guys provide offline training?
Manish Raj Pal
Manish Raj Pal
14 July 2019
Industry relevant,practical and very well structured...my verdict -take it!!
Ajay Kumar
Ajay Kumar
12 July 2019
I work as a Developer and took up this course after my colleague recommended it and I never regretted this desicion.There was so much of learnings packed into a month that for any coding geeks like me it would be a heaven.
Sunny
Sunny
10 July 2019
Course is very good and their support team are available at any time.they were very polite and friendly
Amit kumar Dubey
Amit kumar Dubey
09 July 2019
The projects and hackathon certificates which I uploaded on my Github profile helped me in getting interview calls from several companies
Mayur Savale
Mayur Savale
05 July 2019
My internship as a data analyst which I got through through braingroom after the completion of the camp helped me to get selected in a reputed MNC
abhishek kumar
abhishek kumar
01 July 2019
The live projects webinars designed by experts from Microsoft made difficult topics very easy to understanda
Laxman singh Banna
Laxman singh Banna
30 June 2019
I was able to work on live projects designed by experts from Amazon and Microsoft.it was great to work on such unique application orient projects
Gurpreet Singh
Gurpreet Singh
28 June 2019
The program was very well structured and concepts were taught in a very practical way.....Looking for more such camps in future
Naveen Maurya
Naveen Maurya
25 June 2019
A very easy introduction to advanced programming for those who want to get started to get a taste of programming.
Sanket Salvi
Sanket Salvi
23 June 2019
The Python audio and video are very good. Thanks braingroom.
Shanu
Shanu
19 June 2019
I enjoyed this course and way of presentation. I would take another one of braingroom classes.
Shivam Bhatt
Shivam Bhatt
18 June 2019
excellent teacher and his teaching style is good so far on the entire braingroom website.
atul
atul
16 June 2019
The course is really help for beginners and for students/people trying to enhance their python skills.
AJK 786
AJK 786
12 June 2019
Python course gives better understanding of the topics and also the instructor is good.
Akshay Kumar yogi
Akshay Kumar yogi
09 June 2019
I am very much confident in python programming after learning the python online course through braingroom.
Deepak Panwar
Deepak Panwar
04 June 2019
Very helpful course so far. Thanks braingroom.
Sameer Bairwa
Sameer Bairwa
30 May 2019
one of the best course. I would give 5 stars.
Rohit Pandit
Rohit Pandit
28 May 2019
I have been learning lot of things. Really happy with braingroom online python course. I can able to access this course 1 year.
JOBS AND INTERNSHIP PROVIDERS
video-player

BigTrade is a B2B trading platform which provides end to end business solution from the discovery of the product or supplier.

video-player

Cuetin main goal is to develop strategy and design those customer experiences which yield fabulous results on business success.

video-player

KleverMind is a technology innovator that automated the school admission process in Delhi-NCR.

video-player

Blue Infinity Pvt Ltd is an IT firm focused on concocting personalized digital solutions for our clients.

video-player

DigitalMediatricks is a creative digital company dedicated to enriching digital experiences by providing solutions to business.

video-player

Gnani APIs empowers your business with voice assistant on your mobile or web application.

video-player

HealingTouristry is recognized by NRIs and foreign nationals as one of the best in medical treatment.

video-player

Kakcho is your new fashion styling partner. Now get instant fashion advice with a click of a button.

video-player

Remedico system is the fastest,easiest and most effective way to solve your skin&hair issues. Check out our simple 3 step process.

video-player

At Voyagerman, there is only one boss: The Big Idea. Everyone else is its subordinate.

video-player

Calamus is an electric vehicle company, creating advanced & appealing electric cycles for Indian markets worldwide.

video-player

WebDesignMagics is a one of the most experienced and top Web Design company in Bangalore. WebDesign Magics to make you stand out!

video-player

VSS Technologies Private Limited aim to bring the best of education with the best of technology possible.

CLICK HERE TO APPLY

Crowd funding for student based ideas - Now post your project ideas and stand a chance to get funded by our partner Crowd Pouch.

stripe-payment-available
ssl-secured
verisign

Our Mentors & Partners
facebook-she-leads
oracle-ecosysyem-scale
mafoi
Other Classes From This Tutor
You may also like