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JumpStart To Python For Data Science Training

Category

Python

Rating
4
(4)
Price

$2150

Course Description

JumpStart to Python for Data Science is a training program that is growing a new knowledge domain very vastly. In this course, professionals will learn to solve core data science problems using Python. Python for data sciences offers professionals a cross-platform, fast, mature, and reliable environment for data analysis, algorithmic problem solving, and machine learning. Professionals will choose their careers as data scientists to work with data and derive value from the data. For the data science practitioner, the Python programming language is an indispensable tool.

Prerequisites for this training

Who should attend this course?

Data Scientists, Data Analysts, Software Engineers, Data Engineers, and Developers.

Schedules


Sep 01, 2021
10:00 am - 6:00 pm EST
Online

Oct 20, 2021
10:00 am - 6:00 pm EST
Online

Dec 01, 2021
10:00 am - 6:00 pm EST
Online
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What you will learn

  • Manage data and perform linear algebra in Python
  • Derive inferences from the analysis by performing inferential statistics
  • Solve data science problems in Python
  • Create high-end visualizations using Python
  • Evaluate and apply the linear regression technique to estimate the relationships among variables
  • Build recommendation engines with the various collaborative filtering algorithms
  • Apply the ensemble methods to improve your predictions
  • Work with big data technologies to handle data at scale
  • This course has a 50% hands-on labs to 50% lecture ratio with engaging instruction, demos, group discussions, labs, and project work.

With Microtek Learning, you’ll receive:

  • Certified Instructor-led training
  • Industry Best Trainers
  • Official Training Course Student Handbook
  • Pre and Post assessments/evaluations
  • Collaboration with classmates (not available for a self-paced course)
  • Real-world knowledge activities and scenarios
  • Exam scheduling support*
  • Learn and earn program*
  • Practice Tests
  • Knowledge acquisition and exam-oriented
  • Interactive online course.
  • Support from an approved ITIL expert
  • For Government and Private pricing*
*For more details call: +1-800-961-0337 or email: info@microteklearning.com

Our Clients

For many years, Microtek Learning has been helping organizations, leaders, and professionals to reach their maximum performance by addressing the challenges they are facing.

  • 300+ enterprise clients
  • 100,000+ professionals trained
  • Service 70 of the Fortune 100
  • 96% of our clients would recommend us
our clients

Our Awards

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Why Choose Us?

Best price

Best Price in the Industry

You give better value in the marketplace. We will beat it.

trusted-approved

Trusted & Approved

Our courses are accredited by the authorized vendor.

delivery-methods

Many Delivery Methods

Flexible delivery methods are available here.

high-quality-resources

High-Quality Resources

Resources are included for a comprehensive learning experience.

Curriculum

  • The world of arrays with NumPy
  • Empowering data analysis with pandas
  • Data cleansing
  • Data operations
  • Various forms of distribution
  • A z-score
  • A p-value
  • One-tailed and two-tailed tests
  • Type 1 and Type 2 errors
  • A confidence interval
  • Correlation
  • Z-test vs T-test
  • The F distribution
  • The chi-square distribution
  • The chi-square test of independence
  • ANOVA
  • What is data mining?
  • Presenting an analysis
  • Controlling the line properties of a chart
  • Creating multiple plots
  • Playing with text
  • Styling your plots
  • Box plots
  • Heatmaps
  • Scatter plots with histograms
  • A scatter plot matrix
  • Area plots
  • Bubble charts
  • Hexagon bin plots
  • Trellis plots
  • A 3D plot of a surface
  • Different types of machine learning
  • Decision trees
  • Linear regression
  • Logistic regression
  • The naive Bayes classifier
  • The k-means clustering
  • Hierarchical clustering
  • Simple linear regression
  • Multiple regression
  • Training and testing a model
  • Recommendation data
  • User-based collaborative filtering
  • Item-based collaborative filtering
  • The census income dataset
  • Decision trees
  • Random forests
  • Applying Segmentation with k-means Clustering
  • The k-means algorithm and its working
  • The k-means clustering with countries
  • Clustering the countries
  • Preprocessing data
  • Creating a wordcloud
  • Word and sentence tokenization
  • Parts of speech tagging
  • Stemming and lemmatization
  • The Stanford Named Entity Recognizer
  • Performing sentiment analysis on world leaders using Twitter
  • What is Hadoop?
  • Python MapReduce
  • File handling with Hadoopy
  • Pig
  • Python with Apache Spark
  • REVIEWS ON OUR POPULAR COURSES

    male

    I was sceptical at first whether to enrol with Microtek Learning or not, however, I am glad that I did- I got everything that was promised (maybe more). The trainer was very patient and knowledgeable and with his effort and mine, I was able to clear the exam with ease! Keep up the good work everyone.

    MARTIN

    TORONTO, CANADA

    • (5)
    male

    I'm really impressed with the storytelling skills of the instructor. She makes the session exciting by keeping things simple and easy to understand.

    Prince N.

    Texas

    • (5)
    male

    I was recommended the ITIL 4 Foundation course by an IT professional who had completed the same course at Microtek Learning. The training gave me a thorough understanding of service management that I felt I could take back to my job as an IT Project Management and apply it to improve the value of products and services.

    Marsh George

    Texas

    • (5)
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    Course Details

    • Start Date: Sep 01, 2021
    • Duration: 3 Days
    • Skill Level: Intermediate
    • Certification: NO
    • Enrolled: 1543
    • Price: $2150
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