Machine Learning Training

 
About Course

Learn Machine Learning Online Course

“LucidTechSystems” is the leading skills development and software, technology training institute in which is best known for its comprehensive & real-time based training delivery in all the advanced IT & corporate based technologies. Currently, we are well renowned & are deemed as the best institute delivering expert industry based Machine Learning Training In Hyderabad at our institute is . Our course content is designed to complement industry needs and standards thereby helping our students to achieve the required knowledge and help them become an expert Machine Learning professional. We strongly believe in imparting practical knowledge to the aspiring students using the state of art labs and under the guidance of industry expert faculty.

Machine Learning is a sub-field of Computer Science which provides systems and computers with the ability to self-learn and evolve by using previous experiences and without having the need for performing any explicit programming or assistance from humans. Machine Learning is simply an application of Artificial intelligence where a system can access the previously recorded data and learn through it all by itself. There are a lot of application of machine Learning, for example, Self-driving cars, speech recognition, used to understand human Genome are a few of them.
Get trained from the hands of leading domain experts of Machine Learning by availing our “LucidTechSystems” advanced classroom based Machine Learning Course In Hyderabad or complete digital based Machine Learning Online Training.

Who Can Learn Machine Learning?

Both Artificial Intelligence & Machine Learning are one among the most advancing analytics technologies at the present time. Unlike AI, Machine Learning focuses on making machines which will be able to carry out tasks in a way that we consider smart, machine Learning focuses on making self-Learning programmes by giving them access to massive amounts of data so that they can learn from it. This course will be the best fit for all the analytics career enthusiastic aspirants.

The major set of targeted audience for our “LucidTechSystems” advanced
• Passionate people who wish to take up a career in Machine Learning profession
• Architects
• Statisticians
• Data Science Experts
• Business Intelligence Professionals
• Degree Holders
• Job Seekers
• End Users

Our course content is designed to complement industry needs and standards thereby helping our students to achieve the required knowledge and expertise. Students who get enrolled in our course program will be receiving intense training from the hands of trusted domain experts who are having many years of working experience.

What Are The Objective & Learning Outcomes Of Machine Learning Training?
Advanced topics and concepts that you will learn by availing our institutes classroom based or Machine Learning Online Training program are mentioned below
• Introduction to Machine Learning
• Understanding Artificial Intelligence
• Understanding Techniques of Machine Learning
• Knowledge of Data processing, Math Refresher
• Understanding of Regression and classification
• Linear regression: Equations and algorithms
• Understanding Logistics regression
• Unsupervised Learning- Clustering
• Introduction to Deep Learning
• Knowledge of Neural Learning
• Learning Tensor Flow

Benefits To You

LucidTechSystems is a Best training center for Machine Training given corporate trainings to different reputed companies. In Best Machine Training all sessions are teaching with examples and with real time scenarios. We provide all recordings for classes, materials, sample resumes, and other important stuff. We are helping in real time how approach job market, Resume preparation, Interview point of preparation, how to solve problem in projects in job environment, information about job market etc. Machine classroom Training in Hyderabad and online from anywhere

Our courses are carefully planned and are in accordance with the highly valued certification exams. By the time of course completion, our students will become industry ready Machine professionals capable to handle all the real-world challenges of this domain. Master the Machine concepts and become a Machine expert by enrolling in our Machine Course. Best Machine Online Training through worldwide like India, USA, Japan, UK, Malaysia, Singapore, Australia, Sweden, South Africa, and etc. LucidTechSystems providing corporate training worldwide depending on Company requirements with well experience real time experts

LucidTechSystems gives an opportunity to work on real-time projects which would be guided by our real-time trainers. A technical back end team would always be available to answer your quires at any point of time and will also assist you to arrange your training process.

Course Content

Core topics of Machine Learning Online Course

Introduction to Data Science
• What is data science and why is it so important
• Applications of data science
• Various data science tools
• Data Science project methodology
• Tool of choice-Python what & why
• Case study

Introduction to Python
• Installation of Python framework and packages Anaconda & pip
• WritingRunning python programs using Spyder Command Prompt
• Working with Jupyter notebooks
• Creating Python variables
• Numeric , string and logical operations
• Data containers Lists , Dictionaries, Tuples & sets
• Practice assignment

Iterative Operations & Functions in Python
• Writing for loops in Python
• While loops and conditional blocks
• ListDictionary comprehensions with loops
• Writing your own functions in Python
• Writing your own classes and functions
• Practice assignment

Data summary & visualization in Python
• Need for data summary & visualization
• Summarising numeric data in pandas
• Summarising categorical data
• Group wise summary of mixed data
• Basics of visualisation with ggplot & Seaborn
• Inferential visualisation with Seaborn
• Visual summary of different data combinations
• Practice assignment

Data Handling in Python using NumPy & Pandas
• Introduction to NumPy arrays, functions & properties
• Introduction to Pandas & data frames
• Importing and exporting external data in Python
• Feature engineering using Python

Generalised Linear Models in Python
• Linear Regression
• Regularisation of Generalised Linear Models
• Ridge and Lasso Regression
• Logistic Regression
• Methods of threshold determination and performance measures for classification score models
• Case Study

Tree Models using Python
• Introduction to decision trees
• Tuning tree size with cross validation
• Introduction to bagging algorithm
• Random Forests
• Grid search and randomized grid search
• ExtraTrees (Extremely Randomised Trees)
• Partial dependence plots
• Case Study & Assignment

Boosting Algorithms using Python
• Concept of weak learners
• Introduction to boosting algorithms
• Adaptive Boosting
• Extreme Gradient Boosting (XGBoost)
• Case Study & assignment

Machine Learning Basics
• Converting business problems to data problems
• Understanding supervised and unsupervised learning with examples
• Understanding biases associated with any machine learning algorithm
• Ways of reducing bias and increasing generalisation capabilites
• Drivers of machine learning algorithms
• Cost functions
• Brief introduction to gradient descent
• Importance of model validation
• Methods of model validation
• Cross validation & average error

Support Vector Machines (SVM) & kNN in Python
• Introduction to idea of observation based learning
• Distances and similarities
• k Nearest Neighbours (kNN) for classification
• Brief mathematical background on SVMli
• Regression with kNN & SVM
• Case Study

Unsupervised learning in Python
• Need for dimensionality reduction
• Principal Component Analysis (PCA)
• Difference between PCAs and Latent Factors
• Factor Analysis
• Hierarchical, K-means & DBSCAN Clustering
• Case study
Text Mining in Python
• Gathering text data using web scraping with urllib
• Processing raw web data with BeautifulSoup
• Interacting with Google search using urllib with custom user agent
• Collecting twitter data with Twitter API
• Naive Bayes Algorithm
• Feature Engineering with text data
• Sentiment analysis
• Case study

Version Control using Git and Interactive Data Products
• Need and Importance of Version Control
• Setting up git and github accounts on local machine
• Creating and uploading GitHub Repos
• Push and pull requests with GitHub App
• Merging and forking projects
• Introduction to Bokeh charts and plotting
• Examples of static and interactive data products
• Case study

We offers advanced Machine Learning interview questions and answers along with Machine Learning resume samples. Take a free sample practice test before appearing in the certification to improve your chances of scoring high.

Upon successful completion of the course program of Machine Online Training program from LucidTechSystems students can work towards availing a certification. This certification will act as a gateway for the rising career opportunities in this domain.