The Data Science & Machine Learning Developer Certification program provides a comprehensive set of knowledge and skills in data science, machine learning, and deep learning. As an immersive training program it covers all the key technologies, techniques, principles and practices you need understand to play a key role on your data science development team, and to distinguish yourself professionally.
The instructor, Tim Fox, presents a very deep and technical understanding of data science and machine learning. Not for the weak-kneed, this course starts with the fundamentals and helps you to be familiar with foundational issues right away. But, quickly the program moves progressively and rapidly to cover very technical issues at the core of machine learning. The program includes lectures and interactive online labs. The training uses open-source tools — and helps you to develop your own judgment and intuition — to address actual business needs and real-world challenges.
This program also covers the significant development of deep learning methods that enable state-of-the-art performance for many tasks, including image classification, time series (such as audio) classification and natural language processing.
The structure of the program is, as follows:
Module 1: Introduction to Machine Learning
Module 2: Exploring and Using Data Sets
Module 3: Review of Machine Learning Algorithms
Module 4: Machine Learning with Scikit
Module 5: Deep Learning with Keras and TensorFlow
Module 6: Building a Machine Learning Pipeline
You receive many labs and quizzes, and have the ability to ask questions and interact directly with the instructor. Hands-on labs include working tools including Python, Scikit-Learn, Keras, and Tensorflow.
More about this course and Starweaver
This course is led by a seasoned technology industry practitioner and executive with many years of hands-on, in-the-trenches data analysis and visualization work. It has been designed, produced and delivered by Starweaver. Starweaver is one of the most highly regarded, well-established training providers in the world, providing training courses to many of the leading financial institutions and technology companies, including:
Ahli United Bank; Mashreqbank; American Express; ANZ Bank; ATT; Banco Votorantim; Bank of America; Bank of America Global Markets; Bank of America Private Bank; Barclay Bank; BMO Financial Group; BMO Financial Services; BNP Paribas; Boeing; Cigna; Citibank; Cognizant; Commerzbank; Credit Lyonnais/Calyon; Electrosonic; Farm Credit Administration; Fifth Third Bank; GENPACT; GEP Software; GLG Group; Hartford; HCL; HCL; Helaba; HSBC; HSBC Corporate Bank; HSBC India; HSBC Private Bank; Legal & General; National Australia Bank; Nomura Securities; PNC Financial Services Group; Quintiles; RAK Bank; Regions Bank; Royal Bank of Canada; Royal Bank of Scotland; Santander Corporate Bank; Tata Consultancy Services; Union Bank; ValueMomentum; Wells Fargo; Wells Fargo India Solutions; Westpac Corporate Bank; Wipro; and, many others.
Starweaver has and continues to deliver 1000s of live in-person and online education for organizational training programs for new hires and induction, as well as mid-career and senior-level immersion and leadership courses.
If you are looking for live streaming education or want to understand what courses might be best for you in technology or business, just google:
starweaver journey builder starweaver[dot]com
Happy learning.
