When you learn at Mindmajix, you can always rely on team of experts to provide guidance and support, whenever you need it.
Instructor-Guided Lessons and Activities
Learn key objectives through expert-led lectures, discussions, and exercises.
Hands-on practice on Tools
Practice new skills and dive deeper into the day’s key topics
After Each Session
Q & A Session.
Wrap up the session with clarification on concepts and labs, if needed.
Introduction to Data Science What makes a Data Scientist?
AI & Machine Learning – An Introduction.
Hands on Python
Basic Statistics with Python+Tensorflow& R
Measures of Central tendency Measures of Dispersion Skewness and Kurtosis
Linear Algebra Review
Hypothesis, Parametric and Non-Parametric Tests
Sample and Population Formulate the Hypothesis Select an Appropriate Test Choose level of Significance Calculate Test Statistics
Hands onwith Python+Tensorflow.
Events and their Probabilities Rules of Probability Conditional Probability and Independence Distribution of a Random Variable
Model & Cost function, Linear Regression with One Variable
Solving Linear, Logistic regression using Maximum Likelihood Estimation and Linear Regression
Linear Regression with Multiple Variables
Logistic Regression with Multivariate Logistic Regression
Applications of Logistic Regression, the link to Linear Regression and Machine Learning
Determine the Probability Compare the Probability and Make Decision
One Sample T-Test Two Independent Samples Tests
Paired T-test,Proportional Test
Non-Parametric One Sample Test
Chi Square,Test Z Test,F Test
Understanding Decision tree
Decision Tree terminology
Hands on Python
Building decision Tree
Decision tree evaluation
k-Nearest Neighbors and Generalization.
K Nearest Neighbours Algorithm for Classification with case study
Lazy Learning Notion
Computation of Distance Matrix
The Optimum K values .
Data Transformations as a Pre-Processing Phase
Model Building on Training Data Set
Model Validation on Testing Data Set Evaluation of Model Advantages & Disadvantages of KNN Models
Hands on with Python+Tensorflow.
Linear Classifiers: Support Vector Machines
Kernelized Support Vector Machines
Optimization in Python
Visualization and dimensionality reduction
Principal Component Analysis (PCA)
Locally-Linear Embedding (LLE)
t-distributed Stochastic Neighbor Embedding (t-SNE)
Association rule learning,Apriori,Eclat
Building an ANN,
Evaluating the ANN,
Improving the ANN
Tuning the ANN
Activation functions used in ANNs.
Mindmajix offers advanced Data Science interview questions and answers along with Data Science resume samples. Take a free sample practice test before appearing in the certification to improve your chances of scoring high.
The aim of the project module is to let you have an idea of what a project is, problem statement, various approaches and solving algorithms.
Problem Statement and Analysis
Various approaches to solve a Data Science Problem
Pros and Cons of different approaches and algorithms
Have any queries regarding course curriculum, speak to our course advisorConnect with Advisor
Work on real time Data Science projects - The primary goal of this project work is to to gear up the skill set required and amplify individual competencies, experience, exposure which align with the current job market to addresses real world business challenges.
Upon successful completion of the program, you will be awarded a Certificate from Mindmajix for Data Science Training.
Successfully complete your course and let the community know about your achievement.
Get your certificate by Mindmajix and have it generated to print with your name.
Don’t just show off your achievement to the community, use it to advance in your career.
Have questions? We’ve got the answers. Get the details on how you can grow in this course.
Data Science is a process of extracting knowledge from data. Data science is emerging to meet the challenges of processing large data sets which require versatile skill set and specialized in specific domain. Data scientist analyse the complex problems and ensures rich consistency of data sets by creating visualizations to aid in understanding data. Data science training is designed to teach the techniques of data mining and gain knowledge on the insight of visualization and optimization of data to become a successful Data Scientist.
Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Mindmajix verifies their technical background and expertise.
Trainer will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.
If you are enrolled in classes and/or have paid fees, but want to cancel the registration for certain reason, it can be attained within 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of prior request.
There are some Group discounts available if the participants are more than 2.
As we are one of the leading providers of Live Instructor LED training, We have customers from USA, UK, Canada, Australia, UAE, Qatar, NZ, Singapore, Malaysia, India and other parts of the world. We are located in USA. Offering Online Training in Cities like
New York, New jersey, Dallas, Seattle, Baltimore, Houston, Minneapolis, Los Angeles, San Francisco, San Jose, San Diego, Washington DC, Chicago, Philadelphia, St. Louis, Edison, Jacksonville, Towson, Salt Lake City, Davidson, Murfreesboro, Atlanta, Alexandria, Sunnyvale, Santa clara, Carlsbad, San Marcos, Franklin, Tacoma, California, Bellevue, Austin, Charlotte, Garland, Raleigh-Cary, Boston, Orlando, Fort Lauderdale, Miami, Gilbert, Tempe, Chandler, Scottsdale, Peoria, Honolulu, Columbus, Raleigh, Nashville, Plano, Toronto, Montreal, Calgary, Edmonton, Saint John, Vancouver, Richmond, Mississauga, Saskatoon, Kingston, Kelowna, Hyderabad, Bangalore, Pune, Mumbai, Delhi, Dubbai, Doha, Melbourne, Brisbane, Perth, Wellington, Auckland etc…
The Course goes with the aim to understand key concepts about the fundamentals of data science, Data acquisition and Machine learning algorithms. In this training course, you gain the knowledge tools and techniques of Experimentation, Evaluation and Project Deployment, Data collection and data mining. You will get an in-depth understanding of the big data concepts and the responsibilities of a data scientist. This course has been designed in such a way that it is very easy for you to acquire and expand your data science skills quickly. So, you can start working in this field once you complete the training successfully.
Data Science is being used by most of the world’s top multinationals. Data Science professionals are earning very high salaries when compared with other technologies.With high demand and a number of job opportunities in this field, the following people will get benefited from this course
Freshers/Graduates keep to take up the role of a data scientist
An in-depth knowledge on data science project which focuses on all the critical components of data science will be provided by our trainer. As a result, you can increase your visibility and increase your efficiency and draw real connections between different components of data science. You will also get the complete material covering all the aspects of this project.
The certifications for data science are provided by reputed organizations like SAS, UCI, Cloudera, Coursera, Harvard Extension School, Microsoft and Columbia University. For passing these certification exams, an in-depth understanding of all the data science concepts is recommended. The learning path and the project Mindmajix comes up with will be exactly in line with the certification programs which enables you to clear data science certification exams with greater ease and secure a job in top multinationals.
MindMajix Data Science Course Completion Certificate
Mindmajix guarantees that the educational experience you gain will deliver value even after you complete the course with its course completion certificate. This will undoubtedly be one of the valuable certifications for your career path and your first step in building a career in this course. You can earn this after successful completion of your project work and can get your CV noticed. It also shows you are motivated to learn and that you have genuine expertise.
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