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Fundamentals of Python, Machine Learning for Consultants

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Jayper Sanchez

2:02:19

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  • 1. Setting up the Python Environment.mp4
    02:37
  • 2. Python Basics - variables, data types, operations and functions.mp4
    10:28
  • 3. Python Language Reference.mp4
    01:43
  • 4. Python Data Science Library Pandas.mp4
    06:25
  • 5. Python Data Science Library Numpy.mp4
    04:18
  • Files.zip
  • 1. Guideline When Building Machine Learning.mp4
    04:27
  • 2. Understanding the Architectural Layers of Data Engineer.mp4
    09:27
  • 3. Data Preparation as an Example.mp4
    06:22
  • Files.zip
  • 1. A look at Bitcoin Sentiment Data.mp4
    01:32
  • 2. Bitcoin Sentiment Visualization Technique using Matplotlib.mp4
    11:26
  • 3. Visualization Technique with Seaborn.mp4
    11:48
  • Files.zip
  • 1. Inventory Forecasting - Probability Analysis.mp4
    11:26
  • 2. Linear Regression Data Analysis.mp4
    10:16
  • 3. Clustering Data Analytics.mp4
    07:41
  • Files.zip
  • 1. What is Databricks and setup Cloud Account.mp4
    03:09
  • 2. Load Data into Cluster.mp4
    07:05
  • 3. Linear Regression with pySpark and Apache Spark.mp4
    08:36
  • 4. Where to go From Here.mp4
    03:33
  • Files.zip
  • Description


    Guide to Provide Professional Consultation for Machine Learning Projects

    What You'll Learn?


    • Business or IT consultants looking to integrate machine learning into their problem-solving toolkit.
    • Professionals aspiring to transition into a data science or analytics consulting role.
    • Individuals with basic programming knowledge interested in applying Python in business analytics and machine learning.
    • Data analysts or junior data scientists aiming to enhance their consulting skills in client-facing roles.

    Who is this for?


  • This course is designed to empower consultants with the essential skills and knowledge in Python and Machine Learning. It focuses on practical applications of machine learning techniques to solve real-world business problems. Starting with the fundamentals of Python programming, the course progresses into the intricacies of machine learning, enabling learners to effectively utilize Python to analyze data, build predictive models, and make data-driven decisions in a consultancy context. This course is not an introduction to Python programming. It assumes that you already have industry experience in the Software Development field.
  • What You Need to Know?


  • Basic understanding of programming concepts.
  • Basic understanding of development tools such as Visual Studio Code
  • Familiarity with elementary statistical concepts.
  • More details


    Description

    This course is meticulously crafted to equip consulting professionals with a robust set of competencies in Python and Machine Learning, aiming to bridge the gap between theoretical knowledge and real-world application. It delves into the practical utilization of machine learning methodologies to dissect and address complex business challenges, ensuring consultants are not just consumers of analytics, but architects of innovative solutions. Beginning with a thorough grounding in Python programming, participants will master the language's syntax, libraries, and data structures, establishing a solid foundation for the more advanced topics to follow.  As the course unfolds, it introduces the rich landscape of machine learning, from supervised and unsupervised learning to the latest in deep learning technologies. Participants will engage with hands-on projects that simulate actual consulting scenarios, applying algorithms to unearth insights, predict trends, and craft strategies that align with business objectives. The curriculum is infused with case studies and examples that resonate with the consultant's role, emphasizing the translation of technical results into actionable business strategies.  By the end of this journey, learners will not only understand the mechanics of machine learning algorithms but also how to harness the power of Python to transform data into a compelling narrative for stakeholders. They will emerge as invaluable assets to their firms, capable of leveraging analytics for competitive advantage. This course doesn't just prepare consultants to meet the industry's demands; it empowers them to become thought leaders who can navigate the complexities of a data-driven marketplace with confidence and foresight.  This comprehensive program ensures that by its conclusion, participants will have a portfolio of projects to demonstrate their expertise and a deep understanding of how machine learning can be a catalyst for innovative problem-solving in the consulting domain. Join us to embark on a transformative learning experience that will elevate your consultancy practice to new heights.

    Who this course is for:

    • This course is designed to empower consultants with the essential skills and knowledge in Python and Machine Learning. It focuses on practical applications of machine learning techniques to solve real-world business problems. Starting with the fundamentals of Python programming, the course progresses into the intricacies of machine learning, enabling learners to effectively utilize Python to analyze data, build predictive models, and make data-driven decisions in a consultancy context. This course is not an introduction to Python programming. It assumes that you already have industry experience in the Software Development field.

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    Jayper Sanchez
    Jayper Sanchez
    Instructor's Courses
    Software engineer with 20+ years of experience specializing in helping startups to build application concepts quickly and on budget. Proven track record of success in leading and delivering high-profile projects on time and within budget, including blockchain, finance, healthcare, and retail applications. Expertise in full-stack development, blockchain development, OpenAI integration, React Native development, cloud computing, and data science. Experienced leading international software developer teams.
    Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.
    • language english
    • Training sessions 18
    • duration 2:02:19
    • Release Date 2024/05/04